Testing Lagos Projects
Looking for freelance Testing Lagos jobs and project work? PeoplePerHour has you covered.
Custom shoe soles
We are seeking a talented freelance 3D printing specialist to create custom soles for our innovative footwear business. As our sole designer, you will be responsible for translating customer foot measurements into high-quality, comfortable, and durable 3D-printed soles. **Responsibilities:** - Collaborate with our team to understand customer requirements and preferences. - Utilize 3D modeling software to design custom sole prototypes based on customer foot measurements and preferences. - Optimize designs for 3D printing, ensuring structural integrity, comfort, and performance. - Conduct testing and iteration to refine designs for optimal fit, comfort, and durability. - Produce final 3D-printed soles using advanced additive manufacturing techniques. - Provide guidance and recommendations on suitable materials for different customer needs and preferences. **Requirements:** - Proficiency in 3D modeling software (e.g., SolidWorks, Fusion 360). - Experience with 3D printing technologies, including FDM and SLA/SLS. - Strong understanding of materials science, particularly as it relates to footwear and additive manufacturing. - Excellent problem-solving skills and attention to detail. - Ability to communicate effectively and collaborate with team members remotely. **Optional:** If you have the capability to provide mold-making services in addition to 3D printing, please specify in your application. Mold-making expertise would allow for the creation of physical molds based on customer foot measurements, providing an alternative manufacturing method for custom soles. **How to Apply:** If you are passionate about leveraging 3D printing technology to create innovative custom footwear solutions and meet the requirements outlined above, please submit your resume, portfolio (including examples of 3D-printed designs), and any relevant certifications or qualifications. Additionally, if you offer mold-making services, please include details of your capabilities in this area. We look forward to reviewing your application and potentially collaborating with you to revolutionize the footwear industry with our custom sole designs!
7 days ago12 proposalsRemoteopportunity
5 x mailchimp email campaigns (template for 2 )our data
We are looking for a freelancer to create and send five email campaigns using Mailchimp. The freelancer will be provided with a template for two of the campaigns, and they will need to use our data to create and personalize the remaining three campaigns. The campaigns should be designed to promote our products or services and should include clear calls to action. The freelancer should also be able to track the performance of the campaigns and provide us with reports on their effectiveness. **Job Advertisement: MailChimp Campaign Manager** **Position:** MailChimp Campaign Manager **Location:** Remote **Type:** Ongoing Contract with Initial Setup Phase **Compensation:** Competitive, based on experience and project scope **About the Role:** We are seeking a skilled and dedicated MailChimp Campaign Manager to join our team. The successful candidate will be responsible for overseeing the setup, execution, and optimization of five distinct email marketing campaigns. This role demands a keen eye for detail, adeptness in data management, and proficiency in scheduling to ensure campaigns are delivered effectively across different times of the day. **Responsibilities:** - Utilize existing templates to set up two current and three additional campaigns. - Upload and manage data for each campaign, ensuring accurate segmentation. - Schedule email dispatches in targeted packets (morning, afternoon, evening) over a two-week period for each campaign. - Conduct A-B split tests to refine campaign effectiveness. - Generate comprehensive reports every two weeks, analyzing the optimal timing for emails based on day of the week and time of day, with the goal of refining future campaigns. - Continuously maintain and update campaigns with new data on a monthly basis, post initial setup. - Provide expert recommendations for campaign optimization. **Requirements:** - Proven experience in managing and optimizing MailChimp email campaigns. - Strong analytical skills with the ability to interpret data and generate insightful reports. - Excellent organizational skills with the capacity to handle multiple campaigns simultaneously. - Proficiency in A-B testing and data segmentation. - Ability to work independently and as part of a team. - Commitment to ongoing project development and success. **Offer:** The selected candidate will initially focus on the setup of three new campaigns, incorporating A-B splits, data segmentation, and scheduling across different times for comprehensive two-week cycles. Following the initial phase, this position will transition to an ongoing role, focusing on campaign maintenance, data refreshment, and optimization based on performance analytics. Compensation will be competitive, reflecting both the setup phase and ongoing management responsibilities. **Application Process:** If you are passionate about email marketing and have a track record of success with MailChimp, we would love to hear from you. Please submit your resume, along with a brief cover letter highlighting your relevant experience and why you are the ideal candidate for this role. **Apply Today** to become a pivotal part of our team, driving the success of our email marketing strategies forward. Please note that we will provide the data for the campaigns, but the freelancer will need to have experience with Mailchimp and be able to create and personalize email campaigns. We are looking for someone who can produce high-quality campaigns that will help us achieve our marketing goals. If you are interested in this project, please submit your proposal, including your rates and a sample of your work. We will review the proposals and select the freelancer who best meets our requirements.
20 days ago23 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 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
Front End and Back End Swift / Python Development for iOS App
Hi, I am looking to develop an app that connects to a raspberry pi device and sets up wifi on the device via bluetooth, and then gets it the raspberry pi to continuously scan for specified bluetooth devices specified by the app. If they are near the raspberry pi films a video and uploads it to the cloud where it is analysed (this code I have written - both the filming and uploading but not the user identification). Video analysis scripts are then undertaken on the video (code I can right) and data loaded into a database. The app then reads and displays this data hosted in an AWS database. Milestone 1: Frontend -Signin & Signup, Profile -Device management and display data -Notifications and the other functions -Shared through testflight Milestone 2: Backend & Database Interaction -Authentification -Database Design -Infrastructure as code on AWS Milestone 3: WiFi Configuration via App & Bluetooth Device Scanning -WiFi Configuartion -Device scan and data display -Video Recording Trigger Milestone 5: Testing & Debugging Milestone 6: AppStore Upload The UI is here and the flow is attached: https://www.figma.com/file/NcQG1IBWYS3TH0PzcmYFJ7/tinkle?type=design&node-id=0%3A1&mode=dev&t=EjRnGeqaonektEtr-1 I have three repos: tinkle_infrastructure - this host's the infrastructure as code + models that analyse the images and write to the database (currently not writing and all algos not complete). I imagine this is where the apis for the app will be hosted too. It would be good to have some help with deploying the models as infrastructure as code on a container. tinkle_device - this hosts the code on the raspberry pi - any updates to this repo are automatically added to the device, this is set up and working, just needs the identification piece done. tinkle_app - this is the repo for the iOS app When submitting a proposal please provide any relevant experience and also a breakdown of costs and a project plan. Thanks, John
24 days ago34 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.
10 days ago27 proposalsRemoteopportunity
Expert Data Scientist in Unsupervised Fraud/Outlier Detection
Position: Expert Data Scientist Specialization: Unsupervised Fraud Detection/Outlier Detection Type: Part-time that may become full-time(minimum 20 hours/week) Please find here a blog that is an introductory to the challenge that we're handling with: https://medium.com/dataman-in-ai/2-features-for-healthcare-fraud-waste-and-abuse-7c262ac59859 ** The project has already commenced. The data scientist must be prepared to join our team and possess skills in rapid learning, agility, and experience. Company Overview: Our company is a cutting-edge insurtech-healthtech company that is revolutionizing the way of finding frauds and diagnosis. We are dedicated to leveraging advanced machine learning, deep learning, and artificial intelligence techniques to solve complex problems in insurtech-healthtech. As we continue to grow, we are seeking a talented and experienced ML/DL/AI Expert Data Scientist to join our team and play a pivotal role in enhancing our fraud detection and outlier detection capabilities. An example of this project can be - If we have 3 cases where Chest X-RAY (medical test) was ordered - in the first, patient has infection and fever and Chest X-RAY was ordered. In the second case, a procedure was scheduled to a patient and Chest X-RAY was ordered. In the third case, a patient came to the hospital with a broken leg, and Chest X-RAY was ordered. The third case is an outlier, because a broken leg and Chest X-RAY are not related. We need to flag on the third case, and specifically on the Chest X-RAY. About the data - structured dataset consists majorly Boolean features of medical conditions, medical history, medical test, demographics, financial. Role and Responsibilities: As an ML/DL/AI Expert Data Scientist specializing in Fraud Detection/Outlier Detection, you will be responsible for: Model Development: Design, develop, and implement models, etc. for fraud detection and outlier detection. Feature Engineering: Wise Feature Engineering to add to our working pipeline, we would like to add a couple of additional features, add additional model that will cover some other angels, for example, similarity model (Spectral/Contextual Clustering), and time series analysis model, and plug them into our current processes. Learning Event Sequences: Utilize your expertise in handling learning event sequences and similarities to build models that can effectively capture and analyze sequential data patterns for fraud detection. Collaboration: Collaborate with cross-functional teams including data engineers, domain experts, and software developers to integrate the developed models into our existing systems and applications. Contribute to a cohesive team environment that fosters knowledge sharing and innovation. ** It is not anomaly detection, it is fraud detection. Qualifications: - Proven experience (at least 3 years) working on fraud detection and/or outlier detection projects, Python and Data Science. - Strong background in Feature Engineering, handling imbalanced datasets and designing solutions to address data class imbalance. - Proficiency in programming languages such as Python, ML - Experience in analyzing and interpreting complex learning event sequences for fraud detection purposes. - Exceptional ability to communicate complex technical concepts to both technical and non-technical stakeholders. - Prior experience with insurance and/or healthcare data is a significant advantage. - Strong problem-solving skills and the ability to work independently in a dynamic environment. Benefits: Opportunity to work on cutting-edge projects that have a meaningful impact on healthcare. Collaborative and innovative work culture that values learning and growth. Access to the latest tools, resources, and research in the field of ML/DL/AI. If you're a passionate and experienced ML/DL/AI Expert with a focus and experience with Fraud Detection/Outlier Detection and are excited about contributing to the growth and success of our Company, we encourage you to apply. Join us in our mission to revolutionize healthcare through advanced data science and AI techniques.
a month ago25 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.
25 days ago30 proposalsRemoteopportunity
C++ .NET based Stand Alone Platform that connects to Trading API
Description Experience Level: Expert Experience Level: Expert Exclusive Opportunity for Elite Programmers: Cutting-Edge Standalone Linebreak Charting Software Fixed Price!!! We are seeking top-tier programmers to develop a sophisticated charting window equipped with comprehensive charting tools tailored for trading purposes. The charting window will seamlessly integrate tick data from our Mexc API and generate its own aggregated tick data to support the creation of linebreaks at intervals less than 1. It's imperative to emphasize that any attempts to utilize pre-existing templates or repositories, such as those found on GitHub, or relying on automated platforms like ChatGbt to write code, will result in immediate termination. We are committed to collaborating with dedicated programmers who can deliver a bespoke solution characterized by precision and seamless functionality. The line break charting window will necessitate the aggregation of custom data, potentially involving the use of spreadsheets for calculating aggregated tick data. Furthermore, the software should offer the flexibility to define custom time intervals. For instance, users should have the capability to generate historical data for various intervals (e.g., 713 minutes, seconds, hours, days, months) with a customizable (EXAMPLE: 1 tick OHLC data with 713 MINUTE CUSTOM INTERVAL) to populate the linebreak chart Just like Trading View does. Accept you will need to created your own OHLC custom data probably. I am only assuming. Since special functions will need to be Created to populate Linebreaks at less than 1 Linebreak. It's essential to address common misconceptions among programmers. The default setting on all platforms is limited to 1 linebreak, making it impossible to achieve linebreaks below this threshold. Therefore, traditional methods such as splitting 1-minute candlestick charts into segments and recreating linebreak charts are invalid and must not be pursued. In addition to the fundamental functionality, the software should include a diverse range of charting tools, indicators, including but not limited to Fibonacci tools, to cater to advanced trading strategies. Moreover, we require a feature that allows users to effortlessly insert horizontal lines positioned 10% above and below the range of each bar. These lines should be applied to every bar, resulting in four horizontal lines per bar, with overlapping lines accepted. For clarity, line 1 will be positioned at -10%, line 2 at 10%, line 3 at 90%, and line 4 at 110% relative to the range of each bar. I want to be able to populate many different windows running different assets as I’d like simultaneously. I will eventually want to create a program that can execute trade orders automatically from this platform. Just not at this time. This project offers a unique opportunity to contribute to the development of innovative charting software that meets the demands of the modern trading landscape. We are seeking dedicated programmers who can rise to the challenge and deliver a groundbreaking solution that exceeds industry standards. It must have Back-testing and easy Ai improvement support for the program. Meaning: A communication panel in the program that allows me to communicate with ChatGPT 4 API, And this connection needs to allow ChatGPT to analyze the chart data and created the best possible trading bot that it can utilizing the Technical information on the chart, and the indicators to create the best possible program strategy to buy and sell on all of my open chart windows simultaneously. Please allow Ai to calculate, and directly make changes to my charts when needed for its Bot creations. Fix Price for a COMPLETED PROJECT!!!!!!
17 days ago20 proposalsRemoteopportunity
1100, very simple illustrations to be created
1. Introduction Infinity is a powerful educational application that enables teachers to curate interactive digital quizzes from a bank of procedurally generated questions, providing infinite possibility. A native Android and iOS application will be available for students to use to complete these quizzes and their results and answers to be tracked by the teacher. This document outlines the image and picture specifications for the Infinity application. It provides a structured breakdown of required images. The primary purpose of this specification is to offer clear guidance on the image expectations and requirements set forth for the Infinity project. The specifications defined below are subject to amendments as the requirements for the Infinity application grow. Objective The objective of this specification document is to: Clearly define the image requirements of the Infinity application. Ensure consistency in images across various mathematical topics. 2. Deliverables To maintain a consistent, high-quality visual experience for Infinity users while also optimizing application performance, specific deliverable standards have been set. 2.1 File Format For every image produced we require an AI (Adobe Illustrator) file. Using AI files will allow the developers to convert these images into SVG files. 2.2 Size The Infinity application has been designed to fit into a 16:9 ratio screen that is 1280px by 720px. The imagesshould fit within these dimensions. However, the images will scale depending on the space requirements of the question. 2.3 Existing Images Due to the number of images required, any images that already exist should be reused as they are, for now. Due to the changing space requirements, it may not be possible to make all the lines appear the same thickness between images. However, it may be deemed that after testing any existing images once in the software, newer versions may be required. 2.4 Colours The colours of the existing images don’t need changing either. We are happy for these to remain as they are. 2.5 Delivery Mechanism All image files should: Be appropriately labelled and organized for easy reference. Be delivered via a shared Google drive specific to the Infinity project, to be determined later. Please communicate any challenges or concerns regarding these deliverables as early as possible. Collaboration and open communication will ensure the timely and high-quality completion of this project. 2.5 Access to Application Development Builds White Rose Education will provide: Access to a server containing a development build of the Infinity software. This is to be used as a demonstration application to gain experience of using the application. This server will be subject to on-going change as the application is developed. 3. Images Specification Below is the detailed list of images that are required for the Infinity application. Where necessary, details regarding the image have been provided. Where details haven’t been provided please design an image that is consistent with the other images in the specification. The images provided are for reference to the UI that will trigger the sound in the application. It has also been flagged where the UI is subject to change upon review. Some images contain multiple states of the UI (for example the buttons).
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.
22 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?
22 days ago17 proposalsRemoteNeed people who used different hostings to write real reviews
We are looking for people who used and tested different hosting services provided by various companies on their real experience and wish to write reviews on https://hostings.info/ (payment guaranteed). The reviews should be written in English. They should be short but informative: contain information regarding the hosting service pros and cons, its pricing and quality, e.g. website performance speed, customer support level, reliability. In order to leave a review on our portal, you need to login via LinkedIn or Facebook.
a year ago246 proposalsRemote