Model Projects
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opportunity
Electrical systems designer
Hello, I am looking to work with someone who can design the electrical system for a web take-up and vacuum conveyor system. Currently, each product line and the waste web comes off the printer and falls into a tray for the operator to sort into bags. The end goal of this project is to automate the whole process. What does this look like. Automating the process involves an operator loading the material roll onto the machine, feeding the roll onto the bed and the take-up, and letting the machine do the rest. The web will travel along the cutting belt, onto the vacuum conveyor, the waste material is then extracted onto a take-up and the finished stickers travel down the vacuum conveyor to a bagging station. The initial take-up design consists of the web feeding through a load cell and onto the take-up mandrel fixed to a motor. I require someone who can produce an electrical load list, cable sizing, breaker sizing and finally, produce a wiring diagram for all the components. I will attach a few images below to give you an idea of the work involved, however, I would be happy to talk you through a 3d model, and all the documents we have. Thank you
22 days ago12 proposalsRemoteExperienced M&A Specialist
I am currently seeking an experienced M&A specialist who can provide comprehensive support throughout the acquisition process, from initial vendor meetings to final contract signing and beyond. The ideal candidate should have a deep understanding of M&A procedures and a well-established network of professionals in key areas such as finance, accounting, legal, and HR. Immediate availability is essential, as there is a list of businesses ready to move forward. Serious inquiries only, so please do not reach out if you cannot commit the necessary time and expertise. Additionally, I need of an experienced M&A specialist who can evaluate company valuation and offer forward-looking EBITDA projections based on the company's financial records. The ideal candidate should possess expertise in financial analysis, valuation methodologies, and forecasting techniques to develop accurate projections for future EBITDA. Strong communication skills are also required to effectively communicate findings and recommendations to stakeholders. Familiarity with financial modelling tools would be advantageous. Overall, I am seeking someone who can provide comprehensive insights to facilitate informed decision-making regarding the company's valuation and financial outlook.
22 days ago1 proposalRemoteNative English Speakers in Philippines Needed for AIC Labelling
Needs to hire 7 Freelancers Background The purpose of this AIC labeling is to categorize video into distinct groups. This SOP is used to evaluate the accuracy of the model prediction for UGC. Position: Moderator Job Type: Part-time, Work from Home Responsibilities - Engage in content moderation activities, ensuring that annotated data complies with client-defined guidelines and policies - Identify and flag any content that violates established standards 1. Participate in the training sessions according to the agenda and pass the qualification tests 2. Complete the daily output target and attend calibration/refresher sessions per project needs Requirements 1. Native English speaker with a good sense of language skills 2. Available at least 30 hours per week with a relatively fixed daily schedule 3. Up-to-date PC (Windows 10 or later) or Mac (Big Sur or later) with stable utility and internet connection 4. Willingness to adapt to varying client requirements and annotation tasks 5. Ability to quickly grasp and apply new guidelines and project specifications 6. Degree and/or working experience in literature, translation, linguistics, teaching is a plus 7. Similar project experience in data collection, annotation, quality control, coordination is a plus Additional Notes 1. The training usually takes 3 days and about 4 hours per day. Before formally joining our project, you are required to score over 95% in the practice queue. 2. Planned leaves (including public holidays) need to be claimed a week in advance 3. A two-week notice by email is required for resignation Hourly Rate: 2USD per working hour Project Duration: 2-4 weeks Start Date: March 22rd Please attach your resume if you're willing to join.
9 days ago5 proposalsRemoteopportunity
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
11 days ago23 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
Management Consultant for Migration Consultancy
Background: Our Australian-based company specialises in providing migration services to both companies and individuals. With the recent changes in migration policies and our company's expansion plans, we recognise the need for expert guidance to identify the next steps for our business. Project Objectives: 1. Navigate and evaluate recent changes in migration policies and regulations. 2. Evaluate our current business processes and strategies. 3. Identify areas for improvement and growth opportunities. 4. Develop a comprehensive plan to scale our operations effectively. 5. Enhance organisational efficiency and effectiveness. Expected Tasks from the Management Consultant: 1. Conduct a thorough analysis of the recent migration policy changes and their implications on our business. 2. Review our existing business model, processes, and strategies. 3. Assess the competitive landscape and market trends in the migration services industry. 4. Analyse our company's strengths, weaknesses, opportunities, and threats (SWOT analysis). 5. Develop actionable recommendations and strategies tailored to our company's objectives and challenges. 6. Provide guidance on organisational structure, staffing requirements, and resource allocation. 7. Assist in the implementation of recommended changes and monitor their effectiveness. 8. Offer ongoing support and consultation to ensure the successful execution of the proposed strategies. Deliverables: 1. Comprehensive analysis report outlining findings and recommendations. 2. Strategic roadmap detailing the proposed action plan and timelines. 3. Implementation guidelines and support documentation. 4. Regular progress updates and consultations with key stakeholders. Timeline: The project is expected to commence immediately upon hiring the management consultant and will be completed within 4 weeks. Budget: The budget for this project will be determined based on the scope of work and the consultant's proposed fees. Conclusion: We are seeking a qualified and experienced management consultant who can provide valuable insights and expertise to help us navigate the evolving landscape of migration services in Australia. The consultant's role will be crucial in guiding our company towards sustainable growth and success in the coming years.
9 days ago19 proposalsRemoteFacade Rendering for Building Design
Seeking a skilled freelancer to create a photorealistic facade rendering for our building design project. The project involves modifying the existing facade, and we need a rendering to visualize the changes. Scope: 1. Review and understand the building design and proposed modifications. 2. Create a 3D model of the modified facade. 3. Apply realistic materials, textures, and lighting. 4. Render high-resolution images from different angles. 5. Incorporate environmental elements to enhance visualization. 6. Provide final rendering and source file. Requirements: 1. Proficiency in 3D rendering software (e.g., Lumion, SketchUp, Revit, Blender). 2. Proven experience in architectural visualization and rendering. 3. Understanding of architectural materials, textures, and lighting. 4. Attention to detail and ability to create realistic renderings. 5. Good communication skills and ability to collaborate with the team. 6. Availability to complete the project within a mutually agreed timeline. In your proposal, please include: 1. Overview of relevant experience and qualifications. 2. Samples of previous facade rendering projects. 3. Software and tools you plan to use. 4. Estimated project timeline and budget. We look forward to reviewing your proposals and working with a talented freelancer on this project.
a month ago49 proposalsRemoteNeed to create a report using SQL
I require assistance in generating a complex report from multiple data sources within a custom application. The report necessitates retrieving and aggregating information from various tables using SQL queries. It must pull and consolidate pertinent records from a range of interconnected database assets while preserving data integrity. Specifically, the report will need to extract salient fields like identifiers, values, and timestamps from several intricately related operational stores. It should then compile and organize the extracted segments to provide a holistic view of core business operations over a specified timeframe. The constituent pieces must be intelligently linked and cross-referenced to offer meaningful insights. The underlying database schema may be intricate with numerous joins and intricate relationships between entities. As such, the SQL development will require strong expertise in querying disparate sources and nesting clauses to obtain all needed attributes. Optimization will also be critical as improper queries could impact system performance. Overall, the finished report must deliver a cohesive narrative and present compiled information in a clear format that facilitates easy analysis. Requirements gathering, iterative testing, and validation against source data will be pivotal to ensure accuracy and reliability. Mobility with formatting for both onscreen and printable distribution is preferable. Key skills needed are advanced SQL, relational data modeling, report generations, and analytical problem-solving abilities. Experience extracting consolidated views from sophisticated production databases through SQL is a must.
a month ago18 proposalsRemoteopportunity
Pitch Deck
We are forming a group of companies in Timber supply and Biomass energy and are seeking a skilled Pitch Deck writer and designer to create a compelling and professional presentation that will help us raise finance. The Pitch Deck will showcase our business concept, market analysis, financial projections, and growth strategy, and will be used to attract investors and secure funding. The ideal candidate will have a strong understanding of financial markets, investment strategies, and business planning. They will have experience creating Pitch Decks for a variety of industries and will be able to translate complex data into easily understandable visuals and narratives. Responsibilities: - Write and design a comprehensive Pitch Deck that includes all relevant information about our business concept, market analysis, financial projections, and growth strategy. - Work closely with our team to gather and analyze data, and to develop a clear and compelling story that resonates with investors. - Create visually appealing and professional graphics and charts to support the narrative and enhance the overall presentation. - Ensure that the Pitch Deck is concise, clear, and easy to understand, and that it addresses any potential investor concerns or questions. - Prepare for and participate in investor meetings and pitch presentations. Requirements: - Strong experience in writing and designing Pitch Decks for a variety of industries. - Excellent communication and interpersonal skills. - Strong analytical and problem-solving skills. - Proficiency in financial modeling and analysis. - Ability to work independently and as part of a team. - Strong attention to detail. If you are a skilled Pitch Deck writer and designer with a passion for entrepreneurship and a track record of success, we would love to hear from you. Please submit your resume and a sample of your work for consideration.
a month ago20 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 proposalsRemoteA market research and competitor analysis for music business
I need a market researcher to do a research on personalised song business covering USA BRITAIN NIGERIA AND EUROPE. To understand my chances of the business doing well compared to competitors such as songlorious songfinch and cameo To prove that a business focusing on personalized songs is profitable, market research should aim to gather and analyze information on several key areas. The bullet points below highlight what aspects the research needs to cover: Demand and Customer Interest: The size and characteristics of the target market interested in personalized songs. Consumer willingness to pay for personalized songs, including price sensitivity. Occasions or reasons consumers would purchase personalized songs (e.g., birthdays, anniversaries, weddings). Competitive Landscape: Identification of direct competitors offering personalized songs or similar personalized products. Analysis of competitors' pricing, product offerings, market positioning, and customer reviews. Identification of gaps in the current market that the personalized song service could fill. Cost Analysis: Estimated costs involved in creating and delivering personalized songs, including payments to singers, producers, and any other contributors. Marketing and operational expenses needed to run the business. Break-even analysis to determine how many sales are needed to cover costs. Revenue Streams and Business Model: Potential revenue streams (e.g., single song purchases, subscription models, premium services). Forecasted sales based on market size, consumer interest, and pricing strategy. Customer Acquisition and Retention: Effective marketing channels for reaching the target audience. Strategies for customer retention and encouraging repeat purchases. Customer feedback or testimonials to gauge satisfaction and areas for improvement. Legal and Copyright Considerations: Requirements and costs associated with licensing for music production, especially if using existing tunes. Legal considerations around copyright law and personalization. Technological Requirements: The technology needed to produce personalized songs efficiently. Platform or website development costs for taking orders and delivering the final product. Market Trends: Current trends in personalized products and digital gifts. Changes in consumer behavior towards unique and customized gift options. Sociocultural Factors: Cultural or social trends influencing gift-giving practices. Potential for international expansion based on cultural receptiveness to personalized gifts. SWOT Analysis: Strengths: Unique selling propositions and competitive advantages of the personalized song service. Weaknesses: Potential challenges and limitations the business might face. Opportunities: Emerging trends and market gaps that the service could capitalize on. Threats: External factors that could pose risks to the business (e.g., economic downturns, changes in copyright laws). By addressing these points through comprehensive market research, you can validate the business idea's profitability and sustainability. This information not only proves the business's potential but also guides strategic planning and decision-making.
17 days ago11 proposalsRemoteMarketing Manager
Marketing Manager Job Introduction Are you looking for a new challenge that gives you the chance to get creative and use your knowledge of Marketing to take Marketing at our business to the next level? Looking for a company that wants to help further your career as well as provide you with an exciting, inspiring and fun place to work? If the answer to all of these questions is ‘yes’ then you’re just the kind of person we’re looking for! Role Responsibility The Marketing Manager will play a leading role in delivering annual category marketing strategy, with key focus upon marketing planning, stakeholder collaboration and management, driving annual marketing revenue targets. As a Marketing Manager, you will: Set a flexible and validated annual marketing calendar, designed to be customer-centric, support annual business objectives, and strategically planned for categories whilst ensuring alignment with broader messaging Drive the annual marketing calendar: Consistently validate annual marketing calendar and marketing strategy for each campaign, continuously demonstrating understanding of our customer and identifying clear customer acquisition and retention tactics, alongside increased frequency of visit and purchase Role-model close partnership with CRM, Digital Analytics, and Insights team to provide validated data foundation to our marketing briefs and a clear customer targeting strategy; advocate for clear, rationalised, and measurable objectives and KPIs Demonstrate expertise across marketing mix – able to plan and execute campaign using an integrated combination Oversee reporting and analysis of campaign performance vs. KPIs. Guide the team and our agencies on interrogating, and constructively challenging, performance of our campaign - both in-flight to improve performance as well as post-facto, ensuring learnings can refine future planning Lead ongoing alignment on our marketing calendar across key functions/business partners (internal and external), including: B&M; CRM; Digital Trade; Editorial; Insights; Media Agency; Performance Marketing; Press; and Sustainability Facilitate a 'bottom-up' approach across sustainability planning, ensuring relevant messaging is integrated through all our marketing deliveries Provide leadership, motivation and guidance in the day-to-day activities and outputs of the wider marketing team, ensuring timely completion of deadlines and quality-coached outputs. Drive these behaviours in collaboration with the Marketing Project Management Team Continually research, review and share, changes to the market/business landscape, consumer trends and the activities of competitors, (including any compelling marketing activity); adjusting and developing our marketing plans as necessary Steer the building of strategic relationships and partnerships across our brand partner portfolio Provide motivation and guidance in driving mutual accountability for successful delivery of FY Marketing Revenue Targets via a customer-centric lens The Ideal Candidate Strong, proven marketing experience and expertise – particularly across luxury/premium landscapes Experienced in digital marketing, with a strong knowledge of media landscape overall for premium customer segments Keen commercial awareness and critical thinker with excellent numerical and analytical skills: Proficient in Excel with ability to synthesise large amounts of data and information into concise recommendations and actions Experienced in working across broad cross-functional stakeholder groups to turn strategy into actionable marketing plans Resilient, naturally pragmatic and resourceful solutions-based work style with a ‘can do’ attitude and strong focus upon delivery: Able to plan, lead, manage and adapt multiple projects at the same time on deadlines, as well as confident and comfortable in making quick decisions Able to meet targets and take responsibility for own performance: Experienced in measuring delivery of marketing plans against customer KPIs A natural leader. Coaching team members to drive performance & enable change as well as supporting development
8 days ago15 proposalsRemoteopportunity
Social Media Maestro for Flying Fish Tea's Next Big Leap
Introduction: We are thrilled to extend an opportunity for a dynamic and experienced social media expert to join the Flying Fish Tea journey. Since our inception three years ago, we've built a distinctive brand with a unique Monty Python-esque identity in the premium whole leaf tea market. As we gear up to introduce five new flavours and unveil updated, more letterbox-friendly packaging, our need for a skilled individual to amplify our social media presence and engage our growing community has never been greater. Background: Flying Fish Tea, inspired by the golden age of the tea trade and the legacy of the 'Flying Fish' clipper, is dedicated to offering the highest quality, responsibly sourced tea. Our brand is a testament to quality, sustainability, and a bit of quirkiness. With our focus shifting towards expanding our product line and reaching more tea lovers, we require a social media strategist who can capture the essence of our brand and share it with the world. Scope of Work: - Social Media Strategy Development: Craft a comprehensive strategy focusing on re-launch and ongoing engagement, tailored to our unique brand identity. - Content Creation & Management: Generate and schedule engaging, brand-aligned content across our platforms (Instagram, Facebook, etc.), incorporating our new products and packaging. - Follower Growth & Engagement: Implement innovative tactics to grow our audience and increase engagement, with a focus on building a passionate community around our brand. - Promotional Campaigns: Design and manage campaigns for our re-launch, including waiting lists, teasers, and full-scale promotions to generate excitement and drive customer anticipation. - Collaboration & Partnership Outreach: Identify and establish collaborations with influencers, brands, and tea enthusiasts to widen our reach and enhance brand visibility. Ideal Candidate: We seek a partnership with someone who: - Possesses a proven track record of growing and managing social media presence, particularly for food and beverage brands. - Demonstrates creativity in content creation and campaign execution, with an ability to infuse our brand's quirky personality into social media narratives. - Is strategic in planning and flexible in execution, with experience in both launch campaigns and sustained social media engagement. - Shows strong communication skills and the ability to work collaboratively with our team to bring our brand's story to life. Submission Requirements: Interested candidates should submit: - An introduction and overview of your social media management philosophy. - Case studies or examples of previous successful social media campaigns, especially in the food and beverage sector. - A preliminary outline of your approach towards our brand's re-launch and growth on social media. - Any inquiries you might have about our brand, expectations, or project specifics. Note on Compensation: This project includes two phases: the initial re-launch phase and the subsequent growth phase. We seek a flexible, results-oriented pricing model that reflects the value you bring to our brand. Quality and effectiveness are paramount, and we are prepared to invest in the right partnership. Please include your proposed compensation structure based on our outlined scope of work. While there is always a balance between cost and quality, if you feel you absolutely can relate to this ask but the price isn't right please bid appropriately. Discover More About Us: Gain insights into our brand's ethos, current social media presence, and the unique identity we've cultivated by visiting our website at www.flyingfishtea.co.uk and our social media pages on Instagram https://www.instagram.com/flyingfishteaco/ Please note: Anyone who messages directly or on any other platform will be ignored.
14 days ago17 proposalsRemoteopportunity
Experienced Business Planner and Pitch Deck Creator Needed
Hello, talented freelancers! I am embarking on an exciting journey to launch a unique micro-gym business, with a vision to expand into multiple franchise locations in the future. This venture is not just about creating a space for physical wellness but also building a community through a fast-growing Instagram page associated with the gym, which will serve as a key revenue stream. To bring this vision to life, I am in search of a highly experienced and creative business planner who can help me develop a comprehensive business plan and an engaging pitch deck. Your expertise will be crucial in laying the foundation for this business, performing in-depth market research, and crafting a strategy that outlines the path to success. Key Responsibilities: Business Plan Development: Create a detailed business plan from my initial idea and description. This plan should include market analysis, a marketing strategy, operational planning, and a clear roadmap for future expansion into franchising. Financial Forecasts and Planning: Develop realistic financial projections, including startup costs, operating expenses, revenue streams, and profitability analysis. Your ability to create accurate and persuasive financial models will be key to attracting investors and guiding strategic decisions. Pitch Deck Creation: Design a compelling pitch deck that effectively communicates the business concept, market opportunity, competitive advantages, and financial highlights. This pitch deck will be used to secure funding and partnerships, so it must be visually appealing and persuasive. Consultative Approach: I expect you to actively engage with me throughout the process, asking insightful questions to uncover aspects of the business I may not have considered. Your expertise in turning ideas into actionable plans will be invaluable. Requirements: Proven experience in business plan writing, financial forecasting, and pitch deck creation, preferably with a portfolio that includes work in the fitness or wellness industry. Strong research skills and the ability to synthesize market data into strategic insights. Excellent communication skills, with a consultative approach to client collaboration. Creativity in presentation design, with the ability to convey complex information in an accessible and engaging manner. This project is more than just a business endeavor; it's about creating a brand that inspires and cultivates a community. If you are passionate about turning visionary ideas into reality and have a track record of success in business planning and pitch creation, I would love to hear from you. Please submit your proposal, including your experience, portfolio examples related to the fitness/wellness industry (if available), and your approach to this project. Let's build something impactful together! Please note, I am not looking for a copy and paste job here, and english must be your native language. Budget is ball park.
a month ago24 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