Collection Agencies Projects
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opportunity
Online database of specific hobby built engines, including photo
I am seeking a developer to build an online database cataloging hobby Wig-Wag (specific) engines for a specific hobby. The goal is to provide enthusiasts/creators a central place to view the variety of engine builds others have created. The database will allow users to browse engine categories (approx 10) uploaded by other members, and let them add to the database their own engine builds. For each engine entry, the site should collect key details; Engine design, month/year built, country of origin, builders name (with option for anonymity) ability to upload 1, maybe 2 images, and a short optional comments block. The database can be searched by engine type, country of origin, or date built. Also entries are assigned a serial no. for their entry. Users must be able to view entries without needing to register, but account creation will be necessary to contribute one's own engine. When adding an engine, members should be able to upload a photograph of reasonable quality. All uploaded content must comply with site guidelines and undergo a basic moderation process by myself via email notification prior to public visibility. The site's interface should prioritize an easy browsing experience. A clean, visually engaging design will help maintain users' interest. Categories, search functionality, and other common database features are also needed. To be used with mobile devices and webpage desktop. This is for a hobby miniature model steam engine which has been designed to help people get started in the hobby, and is a non profit endeavour, but I am prepared to pay for the right online setup. I currently Use Wix as the website platform (https://wigwagengine.wixsite.com/wigwag) and have a presence on facebook groups and youtube. I would prefer a site database that does not require an annual fee to exist. Thanks. Let me know if this interests you, approx cost etc, and we can discuss further. Ade
12 days ago23 proposalsRemoteA YouTube video intro and outro
We are expanding our popular audio podcast to YouTube, and we require the creation of a captivating video intro and outro to enhance the viewing experience for our audience. Our podcast features engaging content and a dedicated following, and we aim to replicate that success in the video format. To kickstart this project, we have already gathered a collection of graphics, including our logo and social media templates, which can serve as valuable inspiration for the video intro and outro. Additionally, we have pre-recorded audio idents that can be incorporated into the video to create a seamless and cohesive experience. We are seeking a talented freelancer with experience in video production to bring our vision to life. The ideal candidate should have a keen eye for design, a strong understanding of audio and video editing techniques, and the ability to work collaboratively with our team to achieve our goals. The video intro and outro should be approximately 10 seconds long each and should seamlessly integrate our graphics, audio idents, and any additional elements you may suggest. We are open to creative suggestions and are eager to work with you to create a visually stunning and memorable introduction and conclusion to our YouTube videos. If you are a passionate video producer with a track record of creating engaging content, we would love to hear from you. Please submit your portfolio and a proposal outlining your approach to this project, including your estimated timeline and cost. We look forward to collaborating with you to take our podcast to the next level on YouTube.
20 days ago28 proposalsRemoteSAMPLE MACHINIST NEEDED FOR RTW TAILORING PRE PROD SAMPLES.
Our brand is built upon the principles of craftsmanship, timelessness, and sustainability, and we are actively seeking an experienced garment machinist with expertise in sewing tailored garments such as blazers and coats. Our inaugural collection will feature meticulously crafted pieces made from only the finest natural materials and luxury fabrications, such as 100% virgin wool and 100% cashmere. Every aspect of our garments, from the design to the construction, is meant to showcase the highest level of quality and longevity, which is why we require the skills of a true master in the art of tailoring. As a brand that values sustainability, we are dedicated to minimizing our environmental impact and promoting ethical practices throughout our supply chain. We believe that by working with a skilled artisan like yourself, who possesses a deep understanding of garment construction and tailoring techniques, we can create pieces that not only look beautiful but also stand the test of time, reducing the need for frequent replacements and contributing to a more sustainable fashion industry. Your experience in sewing tailored garments, particularly blazers and coats, would be invaluable in ensuring that our pre-production samples meet our exacting standards and reflect the brand's ethos of timeless craftsmanship. We are seeking a collaborator who can bring our designs to life with precision and attention to detail, ensuring that every stitch and seam is executed flawlessly. If you are interested in working with us on this exciting project, please let me know. We would be thrilled to discuss our vision and requirements in more detail and to learn more about your skills, experiences, and expertise in tailoring. Together, we can create timeless pieces that celebrate the art of garment making while prioritizing sustainability.
20 days ago13 proposalsRemoteExperienced Social Media Data Scraper
We are a leading digital marketing agency specializing in targeted advertising campaigns, aiming to empower businesses to reach their ideal audience effectively. Currently, we are seeking an experienced and highly skilled Data Scraping Specialist to support a large-scale data scraping project focused on gathering data from both public and private Facebook Groups to create custom audiences for Facebook Ad targeting. Objective: The primary objective of this project is to obtain data from Parkinson’s Disease specific Facebook groups, both public and private, to create custom audiences for targeted advertising. The ideal candidate will be proficient in developing and implementing automated systems or scripts to streamline the data scraping process, ensuring efficiency and accuracy. Collaboration with our team to establish data quality standards and ensure compliance with relevant regulations is essential. Requirements: -Proven experience in data mining, specifically in Facebook groups. -Ability to develop automated processes or scripts to obtain data exclusively from the USA without duplicates. -Familiarity with tools and technologies commonly used in data mining and scraping. Responsibilities: -Gather data from Parkinson’s Disease-specific Facebook groups, focusing on members located in the USA and ensuring no duplicates. -Develop and implement automated systems or scripts to streamline the data scraping process. -Collaborate with the team to establish data quality standards and ensure compliance with relevant regulations. Budget: TBD To Apply: Please respond with: -Your estimated number of profiles (no duplicates, USA only) you can provide. -The tactics/processes you will use for automating data acquisition. -Your capability of obtaining profiles daily. -Your bid/budget along with the estimated number of complete profiles. Join us in this exciting opportunity to make a significant impact through targeted advertising campaigns. Apply now with your proposal and relevant experience to be considered for this project
13 days ago14 proposalsRemoteSocial Media MarketerDigital Strategist for Private Label Brand
We are seeking consultation of a highly skilled and experienced Private Label Expert to take charge of our business. This role is ideal for a dynamic individual or agency owner capable of managing multiple departments, from strategic planning to execution. The ideal candidate will plan our rebranding efforts, design compelling graphic and video content ideas, and devise effective content marketing strategies to amplify our online presence and boost sales. Responsibilities: - Strategic Development: Devise a comprehensive digital marketing strategy including social media, content marketing, and paid advertising to enhance brand visibility and sales. - Rebranding: Plan the rebranding efforts, including the development of new brand guidelines and the execution of brand strategy across all digital platforms. - Content Creation: Produce high-quality, engaging content ideas for a variety of platforms, including graphic designs, poster creatives, and video ads that resonate with our target audience. - Digital Marketing: Optimize digital marketing campaigns across Meta (Facebook, Instagram), Google Ads, and other relevant platforms. This includes paid advertising campaigns. Requirements: - Proven experience in social media marketing, content creation, and digital marketing strategies, preferably with private label brands. - Strong graphic design skills, with proficiency in design software and video editing tools. - Excellent understanding of digital marketing platforms, including Meta, Google Ads, and other digital marketing tools. - Ability to develop comprehensive digital marketing strategies to increase brand visibility and sales. - Experience in managing paid advertising campaigns with a track record of optimizing for high ROI. - Strong analytical skills, with the ability to interpret data and make informed marketing decisions. - Creative, innovative thinker and having talent for crafting compelling brand stories and engaging content. What We Offer: - The opportunity to work with a private label business and play a key role in its growth and success. - A dynamic, creative role with the freedom to implement your strategies and ideas. - Competitive compensation package - the chance to expand your portfolio and showcase your ability to manage and grow multiple brands simultaneously. If you're passionate about digital marketing, branding and social media management and have a track record of success in this field, we'd love to hear from you!
8 days ago17 proposalsRemoteopportunity
Software Developer Wanted - Need Automation Bot For TikTok Shop
Hi, I would like to get an automation bot created for doing messaging outreach on TikTok Shops. This will be a long term part time or full time position since I will need your help to make adjustments to the bot as needed. I will be using this bot for my own personal purposes but I also want to be able to sell the bot as a paid monthly service so that other TikTok Shop Owners can use it as well. This position is ideal for someone that has very strong knowledge of software development. In a perfect world - I would like the bot to be able to offer some sort of personalization so that the TikTok user thinks its a unique message and that we are not mass messaging them. This might be possible to do with Chatgpt...but I'm not sure. If you have knowledge on how we can incorporate Chatgpt or AI into this bot to offer personalization then that would be a very big advantage for you. If you have an idea of how we can offer personalization into the messaging then please be sure to mention that in the message you write to me. Here are the list of features that I want the bot to have: - It needs to be able to select the filters that I want and send a pre written message one by one to the TikTok user that appear in the search results. - It needs to be able to send a pre written follow up message to TikTok users that did NOT reply to the initial message that the bot sent out. - It needs to be able to skip a TikTok users profile if the software has already messaged them (Is this possible to do?) - If the TikTok user has an email address in the bio then I would like to have the bot collect the email address and store it separately in an excel file (Is this possible to do?) Please reply back with your answers to these questions: 1. Have you created an automation bot before in the past? If so, can you please provide me with a link to the bot you created or a description of the bots features that you have created? 2. The bot needs to mimc human behavior so that it avoids detection from TikTok. It will need to have a random timer in between messages that it sends out. Do you have any other suggestions as to what else we can implement to avoid detection by TikTok? 3. What is your desired hourly pay? 4. What is the rough total cost for this project to be completed? 5. How long will it take you to create this bot? 6. Should this bot be web based, a desktop app that the customer downloads, chrome extension…etc? What do you recommend and why do you recommend that?
21 days ago10 proposalsRemoteClothesline
I am looking to revamp the design and website for my small clothing store. The current site has not been updated in over 5 years and is in serious need of a fresh, modern look that aligns with current trends. The new design should showcase the wide variety of clothing styles available including mens, womens and childrens apparel. Photography of new products should be professionally shot to entice online shoppers. In addition to a new visual design, the site also requires improved functionality and user experience. Easily navigating categories, filtering search results and dynamically displaying related products are top priorities. An optimized checkout process that promotes conversion is also key. The site needs to be fully responsive for browsing on any device. Updating website content with new detailed product descriptions, collection overviews and blog articles will better tell the story of the brand. Creation of social media graphics, a style guide and brand guidelines will provide consistency across all marketing touchpoints. Analytics tracking and reporting capabilities must also be implemented. This is an opportunity to fully rebrand a small business and revitalize its online presence. Applicants should have a solid portfolio demonstrating experience designing fashion/retail websites, optimizing for SEO and driving sales conversions online. Proficiency with content management systems like WordPress is preferred. Creativity, strong communication and ability to work within a budget are also important qualities for this project.
a month ago28 proposalsRemoteWebsite Developer and Designer
We are seeking a skilled and creative Website Developer and Designer to refresh our business's WordPress website. The ideal candidate will have a strong background in web development and design, with experience working on WordPress websites. The Website Developer and Designer will be responsible for redesigning and updating our website to improve its visual appeal, user experience, and functionality. Responsibilities: -Collaborate with the marketing team to understand the business's goals and website requirements. -Conduct a thorough review of the current website and identify areas for improvement. -Develop a website refresh plan, including a timeline and deliverables. -Design and develop new website features and pages using WordPress and other relevant tools. -Ensure the website is responsive and optimized for mobile devices. -Integrate plugins and third-party tools to enhance website functionality. -Test the website across different browsers and devices to ensure compatibility and performance. -Provide training and support to the marketing team on managing and updating the website. Qualifications: -Proven experience in web development and design, with a strong portfolio showcasing WordPress projects. -Proficiency in WordPress, HTML, CSS, JavaScript, and other relevant web technologies. -Experience with responsive design and mobile optimization. -Strong understanding of UX/UI principles and best practices. -Excellent communication skills and ability to collaborate with cross-functional teams. -Ability to work independently and manage multiple projects simultaneously. -Experience with SEO best practices is a plus. Tools we use: Hubspot Canva Constant Contact Wordpress Google Suite Slack About CDG is an impact platform and consulting agency that creates and educates tools for companies. Our Impact pillars are centered on racial equity, environmental justice, and community engagement. Our goal? To make the right thing, the easy thing. We offer training, assessments, events, consulting, and an innovative Giveback Program activating customers towards each brand’s purpose, social impact, and regulatory requirements (when applicable). We get the most excitement about partnering, recognizing, and awarding those companies leading the way making our industry a purposeful and impactful sector. Culture: How We Honor Each Other and Our Work We encourage diverse candidates to apply. CDG actively seeks BIPOC, LBTQIA+, and non-binary perspectives to support our mission and growth. Working with CDG requires actively anti-racist daily practice, a commitment to inclusivity in all forms, and complete adherence to anti-oppression language, professionalism, and relationship development. We recognize the weaponization of cannabis as a means to oppress marginalized communities and acknowledge our responsibility in dismantling racial and political violence against BIPOC communities. We strive to create a culture of belonging, grace, compassion, and humble learning and as such, any breach in our Code of Conduct or displays of bigotry, hate, prejudice or racism will result in an immediate release of position within CDG.
9 days ago28 proposalsRemoteExperienced Media Buyer Specializing in YouTube Advertising
Hi my name is Ayub Yusuf and I am the founder of Lynxads.ai a digital marketing agency that helps non-profits achieve compounding growth through data driven YouTube advertising. We are seeking an experienced media buyer who specializes in YouTube advertising to join our team. As a media buyer, you will be responsible for planning, executing, and optimizing advertising campaigns on YouTube for our clients. The ideal candidate will have a proven track record of successful campaigns and can provide testimonials from previous clients.I'm looking for someone who can speak native or professional English proficiency, finish work quickly and efficiently after onboarding new clients and also provide amazing results. Responsibilities: - Develop and implement effective YouTube advertising strategies - Conduct market research and competitor analysis - Create compelling ad copy and visual content - Manage budgets and optimize campaign performance - Track and analyze campaign metrics to make data-driven decisions Skills: - Proven experience in media buying, specifically with YouTube advertising - Strong knowledge of YouTube ad formats, targeting options, and best practices - Proficient in using analytics tools to measure campaign performance - Excellent communication and negotiation skills - Ability to work independently and meet tight deadlines Most importantly I am looking for someone who will communicate with me throughout a campaign and be 100% truthful and transparent regardless of circumstances.If you are a media buyer with a passion for YouTube advertising and a track record of driving results, we would love to hear from you. Our pricing is based on a per-client model and is negotiable depending on what we feel you can bring to the table.If we work well together down the road I would be interested on bringing you on full-time.I look forward to meeting with you and seeing your skills!
a month ago12 proposalsRemotePart-Time Project Manager / Marketing Onboarding Specialist
At Joseph Studios, we're expanding our dynamic team with a unique role that blends project management with client onboarding in the ever-evolving landscape of digital marketing. We're in search of a part-time Project Manager / Marketing Onboarding Specialist who is not only adept at ensuring our operations team and projects run smoothly within Asana but also excels in seamlessly integrating new clients into our diverse marketing verticals. This role is pivotal in supporting both our operations team with daily tasks and project oversight and our clients by ensuring they're fully equipped and integrated with our social media, email marketing, and time management tools. Responsibilities: Operations and Project Management: Support the operations team by overseeing project timelines, ensuring tasks are clearly assigned and completed with a high standard of quality. Act as a liaison between different teams to ensure all aspects of client projects are delivered on time. Client Onboarding: Facilitate the smooth onboarding of new clients, ensuring they are fully integrated into our social media platforms, email marketing, and project management tools. Work closely with clients to understand their needs and coordinate with various marketing verticals to support these requirements effectively. Client and Team Communication: Maintain clear, professional communication with clients and team members. Provide updates, gather necessary access credentials, and ensure all parties are informed throughout the onboarding process and project lifecycle. Quality Assurance and Collaboration: Conduct quality checks on deliverables to maintain the agency's high standards. Collaborate with account managers and other team members to ensure a seamless workflow and client satisfaction. Requirements: Availability during US East Coast business hours for optimal collaboration. Proven experience in project management and/or client onboarding, preferably in a digital marketing or agency setting. Strong organizational skills with the ability to manage multiple projects and clients simultaneously. Exceptional attention to detail, ensuring accuracy and quality in all tasks. High proficiency in both written and verbal English, with excellent communication skills. Familiarity with digital marketing tools and platforms, including social media management, email marketing software, and project management tools like Asana. Ideal Candidate: You are a proactive, self-motivated individual who thrives in a fast-paced environment. With your exceptional multitasking skills, you can navigate the complexities of project management while providing an outstanding onboarding experience for new clients. Your passion for digital marketing and commitment to excellence makes you a perfect fit to help us continue making a positive impact in the digital world. If you are ready to take on this challenging yet rewarding role, join us at Joseph Studios and play a pivotal part in our mission to deliver top-tier service to our clients.
16 days ago12 proposalsRemoteSenior Editor, Motion Graphics Designer
Overview SKDK is a leading public affairs and political advertising agency with a proven track record of excellence. We provide strategic communication solutions to Fortune 500 companies, nonprofits, philanthropic organizations, labor unions, political committees, and candidates. Whether we're crafting campaign launch videos, shaping corporate social responsibility messaging, or guiding nonprofits through crises, SKDK is always at the forefront, blending expertise in press, politics, and policy. At SKDK, our strength lies in our diversity. We embrace and celebrate the uniqueness of each team member, fostering an inclusive workplace. Whether through participation in our Employee Resource Groups, contributions to our DEI Council, volunteering opportunities, or bringing fresh perspectives to client work, your individuality and experience matter here. Job Description: We’re looking for a TV commercial editor and graphics designer. In this role, you’ll make TV commercials for many of our top clients, including some of the biggest Democratic campaigns and advocacy organizations across the country. The ideal person for this role will be able to deliver high-quality work in a fast-paced environment. Such work will include: Various ad lengths: 15-second, 30-second, 60-second TV commercials, and long-form videos. Various motion graphic treatments: Must have the ability to create text-heavy and information-driven motion graphics. This includes ads that will be done completely in post. Various tones: Must have the ability to create ads for and against candidates and causes. Various treatments: Must have the ability to work with a variety of concepts and treatments. This includes, but is not limited to, combining fonts, motion graphics, basic sound fx, and LUTs to create a cohesive artistic within various styles. Various assets: Must have the ability to blend creative assets from a wide variety of sources. This includes, but is not limited to, using news materials, internal and external footage, and or pictures (including stock, or pulled from an online source) all in the same ad. Sometimes with a heavy graphic treatment, sometimes without a heavy treatment. Responsibilities Collaborate with the Creative Director, production team, and senior strategy team to blend strategic and visual goals. Create 15-second, 30-second, 60-second, and long-form videos in a timely fashion (some projects will need to be started and finished in 24 hours). Create, edit, and concept ads that meet all of our client’s needs (various needs mentioned above). Create and/or add various motion graphics treatments to your work, or the work of other editors. Create and/or add various sound fxs to your work, or the work of other editors. Does not need to identify as a “colorist”, but has the ability to work with the Creative Director on spot’s color. Many projects may not have the budget or time for a colorist. Add your artistic touch or recommendations to other video content our firm is working on, including selecting music, voiceover, graphics, and effects, to ensure high-quality and cohesive final products. Stay up-to-date with the latest video editing techniques, trends in advertising, and advancements in motion graphics and animation. Provide expertise and input during creative meetings, contributing to the development of campaign strategies and creative concepts. Ensure all video content aligns with brand guidelines and campaign objectives. Qualifications Strong portfolio showcasing expertise in video editing, motion graphics, and animation. Experience in the political campaigns and advocacy space is preferred but not required. Expertise in video editing software (e.g., Adobe Premiere Pro, Final Cut Pro) and motion graphics tools (e.g., Adobe After Effects). Excellent storytelling abilities, with a keen eye for detail and visual aesthetics. Strong attention to detail with a commitment to thorough quality assurance processes, especially under tight deadlines. Excellent teamwork skills and the ability to collaborate effectively with colleagues. Adaptability to a fast-paced environment, skilled in juggling multiple tasks with tight deadlines.
6 days ago15 proposalsRemoteMarketing Strategist & Ads Manager
Job Title: Digital Marketing / Ad Manager Employment Type: Part-time to Full-time Company Description: Raja Homewares is a fast-growing e-commerce business specializing in unique and high-quality Rattan homeware products for the nursery. With a focus on customer satisfaction and excellence in product design, we are dedicated to bringing the best in home decor and accessories to our clients. We are looking for a dynamic and experienced Digital Marketing / Ad Manager to join our team and help us reach our ambitious goals. Job Overview: As a Digital Marketing / Ad Manager, you will play a crucial role in executing and managing our digital marketing strategies and online advertising campaigns. You will work closely with the marketing and sales teams to optimize campaigns and drive growth. The ideal candidate is data-driven, creative, and passionate about digital marketing and e-commerce. Responsibilities: Develop and implement digital marketing strategies to drive brand awareness, customer acquisition, and revenue growth Plan and execute online advertising campaigns across various platforms (e.g., Google Ads, Facebook Ads, Instagram Ads) Analyze campaign performance and make data-driven recommendations for optimization Manage the budget for digital advertising campaigns and ensure maximum ROI Stay updated on industry trends and best practices in digital marketing and e-commerce Collaborate with the marketing and creative teams to develop compelling ad creative and messaging Monitor and report on key performance indicators (KPIs) for digital marketing campaigns Conduct A/B tests to optimize ad creative, landing pages, and other elements of campaigns Manage relationships with external partners (e.g., advertising agencies, media platforms) Qualifications: 3+ years of experience in digital marketing, preferably in e-commerce or a related field Proven track record of managing successful online advertising campaigns and driving growth Strong analytical skills and proficiency in data analysis tools (e.g., Google Analytics, Excel) Excellent communication skills, both written and verbal Creative thinking and ability to develop innovative marketing strategies Bachelor's degree in marketing, business, or a related field (preferred) If you are passionate about digital marketing, data-driven, and excited to work in a fast-paced e-commerce environment, we encourage you to apply. Please submit your resume and a cover letter explaining why you would be a great fit for this position.
24 days ago30 proposalsRemoteopportunity
Existing website redesign
Hello! I'm looking for someone to redesign one of our websites. Design, graphics design and function changes are all needed. I'm looking more for a long time relationship with the developer / agency because there are other tasks and websites are in the pipeline, so a month or week based quote would be nice. Used frameworks, languages and software: Backend: PHP 7.4.33, Laravel 8, MariaDB Frontend: HTML, CSS, Javascript-JQuery Server: Debian 11 Website: https://vip.maxlomp.com/ What I would like to change on the website: The whole website should be usable both from desktop computer and mobile phone. Home page: - some of the text needs to be changed for sure, but I can do that on my own - the design should be changed, especially the mobile version, right now there is no incentive for a visitor to proceed with registration or anything Menu page / movie scene list: - because we will have much more movie scenes here (around 200) we will need paging, show 10 movies on each page - the design should be much better, right now it is uninteresting and too simple - we should be able to show title, short description, length, main image, 2-4 images for each individual movie - I also need a ?block? to the top of the website where we can put marketing messages, image slider etc. like we are doing on graias.com now - if they click on the movie title or the images or a button they should be linked to the movie sub page - there should be a “Watch this” button which will bring you to the membership purchase page next to each movie (if he is already a member just go to the movie subpage where they can actually watch it) - good example: https://graias.com/preview Movie details subpage: - we need such a page for every movie we will have on VIP MaxLomp - a good example of what we are looking for: - https://graias.com/video/healing-pain---part-2/337 - we need to show: title, description and length of movie, trailer video, gallery of images - if he doesn’t have an active membership there should be a button here that sends him to the membership purchase page - if he has an active membership he can watch the movie here (streaming inside the website), for this the video streaming server is already finished only embedding the streaming link is necessary Membership purchase page: - here a logged in user can select 3 types of memberships (one month, three month, one year) and request payment details for such a membership (right now we do Paypal, Bank transfer and Crypto payments) - so there are 3 types of membership and 3 different way to pay for them - there should be ample room to add marketing text to the page also where we tell them about what we offer, the different memberships etc. - kind of good example: https://graias.com/subscribe What we already have for sure and no need to code it again: - streaming server for movie playback - the way to handle payments (we can discuss this later) We also have the source code of the website and the database. Because this is a website that already works the migrations for the website should take this into consideration (do not delete anything but alter for new needs).
a month ago45 proposalsRemoteopportunity
Automated Semantic Text Analysis Pipeline
Comprehensive Use Case Specification: Automated Semantic Text Analysis Pipeline Objective Develop an automated semantic text analysis pipeline that processes and analyses textual data extracted from documents. This pipeline enriches text with metadata for deeper insights and enables semantic search capabilities through a user-friendly interface. This stage of the project is for a MVP system should leverage AWS services such as Textract for text extraction, a text categorising stage with a simple to use GUI, all-mpnet-base-v2 for embedding, and Postgres with a vector extension. This job posting is for the MPV stage only, but we must be mindful of the stage two development and facilitate rapid and straightforward scalability in any stage one MPV processes. System Overview The solution encompasses AWS services for storage and processing, a custom interface for metadata enrichment, all-mpnet-base-v2 for generating text embeddings, Postgres and a vector extension for efficient storage and retrieval of vectors, and a custom-built web interface for user interaction. RAG will be implemented with a broad a context as possible to the model across a large document set. Phase 1: MVP Stage 1. Document Storage and Processing Trigger - Tool: Amazon S3. - Process: Upload documents (PDFs initially) to designated S3 buckets, documents will be remained in accordance with a set naming convention and key metadata relating to the document entered into the database for future reference. This triggers the subsequent text extraction process. For test purposes the uploads will be made manually, and at later stages a web scraper will be added that automatically places PDF documents into relevant S3 buckets. 2. Text Extraction - Tool: AWS Textract. - Process: Text is extracted from uploaded PDF documents and temporarily stored in A3 buckets to facilitate further processing. 3. Text Enrichment Developer to advise on best method of adding labels / categories to the text, via an easy to use interface. Labels to be added at a granular level to allow the return of text snippets, providing context to the LLM in formulating it's responses from a broad range of documents without exceeding the token limit. 4. Text Vectorization - Embedding tool: all-mpnet-base-v2 - LLM: Amazon SageMaker (using LLaMA 2). - Process: The text is processed with LLaMA 2 to generate vector embeddings, capturing semantic information for advanced analysis and search functionalities. 5. Vector Storage - Tool: Postgres with a vector extension - Process: Text vectors are stored in the database, allowing for efficient management and retrieval of vectorized data for semantic searches. 6. Front-end Web Application and Search Functionality - Front-end Technology: React.js. - Key Features: - Semantic search input and results display. - email input field for collecting contact information for marketing purposes, forwarding to the client's email address. - Homepage containing descriptive marketing text. - 3 pages total: home page, interaction page, contact page, plus a pop up with GDPR info. Graphics provided as template guidance. - Back-end Technology: Python with FastAPI. Phase 2: Full Automation and Scaling 1. Automated Document Ingestion - Process: A web scraping tool is implemented to automatically identify and upload new documents to the S3 bucket, facilitating a continuous flow of data into the pipeline without manual intervention. 2. Scalable Architecture - Deployment: The application components are containerized using Docker and managed with Kubernetes (Amazon EKS), ensuring the system can scale efficiently to accommodate increased data volumes and user queries. 3. Enhanced Processing Capabilities - Improvements: Integrate additional NLP and ML models for broader and more nuanced text analysis. Consider fine-tuning custom models for specific domain applications. 4. User registration and user management system integration. Please note the attached contract agreement that will be deemed agreed to upon acceptance of the project. Your price given on PPH will be deemed to be your full and final price, and you will be deemed to have fully understood the scope, brief, and specification. To provide context, the project business plan has been uploaded. This is for context only and does not form part of the brief.
21 days ago11 proposalsRemoteopportunity
Local Council Chatbot utilising Llama2 and dataset of PDF docs.
Full stack developer with relevant experience in AWS services and LLM deployment. Description Develop an MVP that provides a chat interface allowing users to query a dataset of local council documents, which will variously include minutes and policy documents. A dataset that contains all information relating to the purpose, policies, news, information, and decision making by that council. The dataset would contain approximately 100 PDF documents, and the chatbot would return meaningful and coherent answers to user prompts, while providing reference links to documents that information in the response is taken from. The client acknowledges the current limitations of LLMs in returning responses from queries across multiple documents, especially given current token limits and processing cost restrictions. A developer is sought that can leverage techniques to embed metadata in the text, allowing techniques such as RAG to extract snippets of data from multiple documents relating to the query and collate them into a response to the user, while adhering to token limits. Objective Develop an automated semantic text analysis pipeline that processes and analyses textual data extracted from documents using Llama2. This pipeline enriches text with metadata for deeper insights and enables semantic search capabilities through a user-friendly interface. This stage of the project is for a MVP system, leveraging AWS services such as Textract for text extraction, a text categorising stage with a simple to use GUI, all-mpnet-base-v2 for embedding, and Postgres with a vector extension. This job posting is for the MPV stage only, but we must be mindful of the stage two development and facilitate rapid and straightforward scalability in any stage one MPV processes. System Overview The solution encompasses AWS services for storage and processing, a custom interface for metadata enrichment, all-mpnet-base-v2 for generating text embeddings, Postgres and a vector extension for efficient storage and retrieval of vectors, and a custom-built web interface for user interaction. RAG will be implemented with a broad a context as possible to the model across a large document set. Phase 1: MVP Stage 1. Document Storage and Processing Trigger Tool: Amazon S3. Process: Upload documents (PDFs initially) to designated S3 buckets, documents will be renamed in accordance with a set naming convention and details of the document entered into the database. This triggers the subsequent text extraction process. For test purposes the uploads will be made manually, and at later stages a web scraper will be added that automatically places PDF documents into relevant S3 buckets. 2. Text Extraction - Tool: AWS Textract. - Process: Text is extracted from uploaded PDF documents and temporarily stored in A3 buckets to facilitate further processing. 3. Text Enrichment Developer to advise on best method of adding labels / categories to the text, via an easy to use interface. Labels to be added at a granular level to allow the return of text snippets from within the chunks of data, but with relevant metadata. The purpose of this is to provide context to the LLM in formulating responses from a broad range of documents without exceeding the token limit. 4. Text Vectorization • Embedding tool: all-mpnet-base-v2 • LLM: Amazon SageMaker (using LLaMA 2). Process: The text is processed with LLaMA 2 to generate vector embeddings, capturing semantic information for advanced analysis and search functionalities. 5. Vector Storage Tool: Postgres with a vector extension Process: Text vectors are stored in the database, allowing for efficient management and retrieval of vectorized data for semantic searches. 6. Front-end Web Application and Search Functionality Front-end Technology: • React.js. Key Features: • Semantic search input and results display. • email input field for collecting contact information for marketing purposes, forwarding to the client's email address. • Homepage containing descriptive marketing text. 3 pages total: home page, interaction page, contact page, plus a pop up with GDPR info. Graphics provided as template guidance. Back-end Technology: • Python with FastAPI. 7. Fine Tuning Allow for fine tuning based on a series of questions and responses to be provided by the client, until such point that coherent responses to queries are achieved. Phase 2: Full Automation and Scaling Beyond the scope of this job. Notes: The developer is to provide guidance and feedback on the capabilities of the technologies and is free to provide their own guidance and suggestions. However, the functionality of the system in providing coherent responses based on text snippets drawn from a large dataset is both the challenge and the absolute requirement. Please only bid with your full and final price. Placeholders will not be accepted. Completion with approximately two weeks. Please respond by explaining how you would handle the text enrichment?
21 days ago17 proposalsRemote