Ten key data entry test jobs

Step 1: Key Variables Include the following inputs and calculations: Dates: Check-Out and Check-In Pricing: Daily, Weekly, Monthly, 3-Month Rates Charges: Fuel Surcharge, Damages, Cancellation Fee Mileage: Allowance, Actual Mileage, Excess Mileage Charge Payment: Deposit, Payment Amount, Card Fee Outputs: Total Cost, Refund/Outstanding Amount Step 2: Excel Layout Design an Excel sheet with the following structure: Description Input Formula/Explanation Check-Out Date 01/10/2025 User input Check-In Date 01/25/2025 User input Rental Duration (Days) =B3-B2 Rental Type Daily/Weekly/Monthly/3-Month Dropdown using Data Validation Daily Rate $50 User input Weekly Rate $300 User input Monthly Rate $1,000 User input 3-Month Rate $2,800 User input Rental Cost Formula depends on rent...

I'm in need of a skilled data entry professional to assist with entering numerical data from our databases. The primary purpose of this project is for record keeping. Ideal Skills: - Proficiency in data entry - Familiarity with handling numerical data - Experience with database management - Attention to detail - Good organizational skills Your task will primarily involve: - Accessing our databases - Accurately entering numerical data - Ensuring all records are kept updated and organized

...both rolling averages and game-by-game totals in specific formats. Key Requirements Data Source Use the balldontlie API () API endpoints to be used: /players (for player search) /stats (for game statistics) Core Functionality Player Identification: - Accept player name as input - Convert player name to player_id using the API - Handle cases where player isn't found Game Data Collection - Fetch game statistics sorted by most recent first - Only include games where the player logged minutes played (min > 0) - Pull data across multiple seasons if needed - Must collect enough games with minutes played to satisfy the maximum requirement (30 games) - Handle missing/null values in the data Statistical Calculations a. Rolling Averages (Last...

...donation setup, cause selection, and confirmations. 2. AWS Integration: • Save user data (donation preferences, breakdowns, schedules) to our existing AWS database securely. 3. Stripe Integration: • Dynamically generate Stripe payment links and process confirmations. • Integrate with our payment intent scheduler to create donation schedules. 4. Testing & Deployment: • Test the bot for seamless user experience and deploy on a scalable server. Skills Required: • Experience with WhatsApp Business API or Twilio. • Proficiency in Node.js or Python. • Strong understanding of AWS services (e.g., DynamoDB, Lambda, or RDS). • Hands-on experience with Stripe API (payment links and scheduling). • Focus on secure data handling (...

I'm in need of a professional simultaneous interpreter for an upcoming state test; the interpreter will read the test questions in Spanish. The test is the C35 trade examination, which covers the field of plastering and construction. Key details: - Language: Spanish - Type of interpretation: Simultaneous - Subject matter: C35 trade examination Ideal candidate should have: - Proficiency in Spanish and English - Prior experience in simultaneous interpretation - Familiarity with plastering and construction terminology - Ability to maintain clarity and accuracy under pressure

...Fluent in both Arabic and English, with the ability to develop multilingual platforms. Strong communication skills to ensure smooth collaboration and timely updates. A portfolio showcasing previous apps/websites developed. Ability to work independently and meet deadlines. Project Details: Development of a new application and platform (details will be provided after selection). Design, build, and test the platform. Create both frontend and backend components. Support multiple languages (Arabic and English). Ensure high performance, security, and scalability. Please submit your proposal with: Your portfolio of previous work (preferably with apps/websites in similar fields). A brief description of your experience in building multilingual platforms. Your estimated timeline for proj...

I'm looking for an expert in security testing with extensive knowledge in JSON Web Tokens (JWT). My system is fully equipped with a JWT token, but I need to conduct tests to verify the integrity of the token and the overall system security...with extensive knowledge in JSON Web Tokens (JWT). My system is fully equipped with a JWT token, but I need to conduct tests to verify the integrity of the token and the overall system security. The ideal freelancer for this project should have: - Strong expertise in security testing - Extensive experience with JWT - Ability to simulate various attack vectors to test system robustness. Please note, while the primary goal is to test system security, any insights on potential security vulnerabilities related to the JWT token would ...

...Identify the Problem: Review the code in and the implementation of the in_app_purchase package. Check if the issue is caused by the Flutter code or by incorrect Apple Developer Console settings. Fix the Issue: Ensure that clicking the subscription button triggers the Apple In-App Purchase payment window correctly. Verify the Solution: Provide me with a version of the app to test on TestFlight and confirm that the issue is resolved. Additional Information: I will provide Admin access to the Apple Developer Console if necessary for debugging or configuration changes. The codebase is fully functional apart from this specific issue. Please apply only if you have experience with Flutter and in-app purchases in iOS apps. Let me know if you need further details or clarification

I need a specialist in C++ to create a robust order execution and management system for trading on the Deribit Test platform. The system should be capable of handling all aspects of order management and real-time market data streaming with a focus on low latency. Key Responsibilities: - Set up a new Deribit Test account and generate API keys for authentication - Implement order management functions, including placing, canceling, modifying orders, getting the order book, viewing current positions - Develop a WebSocket server functionality for real-time market data streaming - Allow clients to subscribe to symbols and stream continuous order book updates for those symbols The ideal candidate should have: - Profound expertise in C++ programming - Prior exp...

I'm in need of a competent office clerk who can assist with data entry and handle some odd jobs around the office. The prime responsibilities will include: - Data Entry: Accurately inputting and managing data in our systems. - Maintenance Tasks: Assisting with basic upkeep of the office. Skills and experience ideal for this role would include: - Proficiency in data entry. - Strong organizational skills for office maintenance tasks. - Ability to handle odd jobs with a positive attitude. Please note this is not a customer service or scheduling role, but a hands-on position requiring a proactive and diligent individual.

...a Windows (Linux would be considered) software application that takes input from an RFID tag, converts it to decimal, sends this decimal to a web API, and displays the returned result on the screen. The current output is HTML, but we can switch to JSON if necessary. The RFID tag readers are OmniKey 5022, with 13.56MHz ISO14443A tags. Currently, we have a simple web page setup with a clock, an entry box, and a submit button. We're using a third-party software to read the RFID cards, but it doesn't always work as intended due to startup sequence issues. This new application should: - Display the web API response on the screen - Not require any user authentication - Show error messages on screen for any issues, such as failed API calls or invalid RFID tags Ideal candid...

I'm in need of a skilled programmer who can create a Photoshop script for me. The script should be able to extract all...a skilled programmer who can create a Photoshop script for me. The script should be able to extract all properties from all types of layers (text, images, shapes etc.) into a .json file. Key requirements: - Extracting all layer properties - Handling all types of layers - Structuring the JSON file in a flat manner with all layers at the same level The ideal freelancer for this project should have: - Extensive experience with Photoshop scripting - Strong programming skills - Familiarity with JSON file structure Please refer to the attached .zip and jpeg for a working template, and a .psd file for the test task. The script should convert the .psd file ...

...Radio sourcing and antenna design and construction and signal analysis and detection. Please send me samples of your SDR projects that are close to what I need. I'm looking for a software-defined radio expert to assist in sourcing and creating signal detection and analysis software. The primary objective of this project revolves around the detection and analysis of various radio frequencies. Key Requirements: - Experience in signal detection and analysis - Proficiency in creating 3D graphic software for software-defined radio - Expertise in signal spectrum analysis The software will specifically need to perform signal spectrum analysis. If you have a background in radio frequency research and can develop a system that meets these requirements, I would love to hear from ...

I'm in need of a professional who can create a web-based data entry tool for a MySQL database. This tool will handle mixed data types: text and numerical. The primary functions of the tool will be to facilitate data input and conduct validation checks. See attached file for specifics. Key Requirements: - Proficiency in MySQL database management - Experienced in web-based application development - Prior work on data entry and validation tools - Understanding of both text and numerical data processing Please include examples of similar projects you've completed in your proposal. Thank you.

I'm in need of a Photoshop script that can extract information from all layers of a .psd file, including hidden and locked layers, and save it into a .json file. The specific requirements are: - All layers: The script should be able to extract information from all layers, regardless of their visibility or lock status. - JSON Structure: The expo...file, including hidden and locked layers, and save it into a .json file. The specific requirements are: - All layers: The script should be able to extract information from all layers, regardless of their visibility or lock status. - JSON Structure: The exported .json file should be a single JSON object with nested properties. I have attached a working template and a .psd file for you to use as a test. I appreciate your assistance ...

I'm in immediate need of a Certified Public Accountant (CPA) with extensive experience in Quickbooks management, bookkeeping, auditing, journal entry, US tax filing, and balancing the books, specifically within the realm of trucking company accounting. The ideal candidate for this role should possess the following skills: - Strong experience working with Quickbooks software - Thorough understanding of US tax laws - A background in trucking company accounting - Exceptional attention to detail - Demonstrated ability to deliver timely and accurate financial reports The project is extremely time-sensitive, so I'm looking for a professional who can start right away and work efficiently to get the job done. If you meet these criteria and are available to start immediately, ple...

Seeking a skilled and efficient freelancer to develop a Quiz Website/App*focused on delivering engaging IQ Tests. The platform should feature a user-friendly interface, responsive design, and seamless functionality across web and mobile devices. Key requirements include the ability to create timed quizzes, track user scores, and display results instantly. Experience in quiz-based platforms, clean coding practices, and fast delivery is essential.

We are looking for someone to perform an in-person audit at a testing center in Naas, Kildare. This audit is being conducted to assess if the staff on site is following the rules and regulations and are monitoring test takers to ensure there is no cheating going on. This is a great opportunity to help improve standardized test administration. We provide full training and this assignment. ***PLEASE NOTE: Once you are booked the audit cannot be postponed or assigned to a different freelancer.***

We are looking for someone to perform an in-person audit at a testing center in Drachten, Friesland. This audit is being conducted to assess if the staff on site is following the rules and regulations and are monitoring test takers to ensure there is no cheating going on. This is a great opportunity to help improve standardized test administration. We provide full training and this assignment. ***PLEASE NOTE: Once you are booked the audit cannot be postponed or assigned to a different freelancer.***

...comprehensive testing of the custom adhan sound and push notifications in my app across all Android versions and iOS. Key Responsibilities: - Investigate and fix the issue where the custom adhan sound does not work in the foreground, background, and locked state on Android. - Test the push notifications and adhan sound on iOS, ensuring no bugs are created during the testing process. - Evaluate the manual push for 'silent', 'notification', and 'adhan+notification' options, ensuring they function correctly when scheduled for prayer time. - Fix the issue on Android where clicking on a scheduled push notification does not redirect to the intended page, while it works fine on iOS. - Test the Qibla functionality on both Android and iOS on a...

I am looking for an experienced affil...Write compelling ad copy tailored to the selected offers. Design eye-catching visuals or videos to improve click-through rates (CTR). Tracking and Analytics: Set up tracking tools like Voluum, ClickMagick, or similar to monitor conversions and traffic. Provide detailed reports on campaign performance. Scaling Campaigns: Identify successful campaigns and scale them while maintaining profitability. Test and optimize campaigns for different geos and audiences. Ideal Candidate: Proven experience in affiliate marketing and running paid ads. Familiarity with or other major affiliate networks. Expertise in ad platforms like Knowledge of compliance and best practices for each ad platform. Ability to track and optimize campaigns using industry-stand...

I'm seeking a meticulous freelancer for a data entry task. The job entails transferring data from a 300-page PDF file into an Excel spreadsheet. The data needs to be organized into clear columns such as First Name, Last Name, Address, City, ZIP Code, and Other relevant details. Requirements: - Exceptional accuracy and attention to detail. - Experience in data organization in a clean and structured format. - Timely delivery of the completed file. The data in the PDF file is text only and has a consistent layout. If you're interested, please provide your estimated time and cost for this task. Thank you!

I'm looking for a skilled blockchain developer to help me create smart contracts on Hyperledger Fabric. The contracts will primarily be used for asset management, supply chain tracking and identity verification. Key requirements: - Extensive experience in developing smart contracts - Proficient in JavaScript - Familiarity with Hyperledger Fabric - Understanding of asset management, supply chain tracking and identity verification Your role will be to develop, test and deploy these smart contracts. A strong attention to detail and commitment to delivering high-quality work is essential. If you have a passion for blockchain technology and can deliver on these requirements, I look forward to your bid.

...Bachelor's degree to administer an on-site exam in Manma, Bahrain. This is a one-time gig with the potential for future opportunities. We provide test administration and accommodation solutions to test-takers worldwide. For this purpose, we look for professionals who we contact on an "as-needed" basis to see if they are available to assist test takers for their approved accommodations. We provide complete training and assignments pay hourly for the entire scheduled time, even if the exam ends early. We have a computer exam coming up where a test taker has been approved for Reader and Recorder. This where you read exam content aloud to the test taker and then enter the answers as they direct. The exam is taking place at a professional ...

I have a collection of printed documents containing text data that need to be entered into a Word document. The ideal freelancer for this task should possess the following skills and experience: - Excellent typing skills with a high level of accuracy - Proficient in Microsoft Word - Prior experience in data entry - Attention to detail - Ability to maintain confidentiality and handle sensitive information with discretion.

I'm seeking a talented us...business process flows. Key Responsibilities: - Design and optimize the user interface to ensure an intuitive user experience. - Conduct UX research to understand user needs and preferences. - Prototype and test new designs and features in an iterative process. The designer should focus on: - Creating a seamless and engaging user interface. - Prototyping and testing to refine designs and ensure usability. - Conducting UX research to inform design decisions. The platform is web-based, so experience in optimising user experience for web platforms is essential. Candidates should have strong skills in UI design, prototyping, and UX research, with a proven track record in B2B SaaS companies. Excellent communication skills and a customer-focused ...

We need a set of icons for our mobile video game. Currently we have the attached one. Please don't use AI. We need real 3d renders or Unreal Engine or Unity screenshots edited in photoshop. Take a look at the other attached screenshot with some competitors. We need at least 10 icons. We want to test which one will do better. Please represent mainly BMWs, or german cars. We will collaborate with the best entries.

...affiliate commission eligibility based on activity thresholds. Implement fallback handling for inactive or missing affiliate tiers. Dashboard Customization: Customize affiliate dashboards to display key metrics, including sales performance, commission breakdown, and eligibility status. WooCommerce/Event Integration: Integrate with WooCommerce or a similar platform to ensure ticket or product purchases trigger the appropriate commission logic. Testing and Quality Assurance: Thoroughly test the system to ensure accurate commission calculations, smooth integrations, and error handling. Key Requirements: // Expertise in WordPress and WooCommerce development. // Familiarity with Ultimate Affiliate Pro or similar affiliate marketing plugins. // Strong skills in PHP...

...build the app and test viability, which should be fairly quick since almost all of the features are based on a creative use of open source code. I'm going to be a bit cagey in this post, because I do have a plan for these features but I don't want to give too much away for how I'll be doing it. If the initial build goes well, then I will move on to a secondary stage to build out the initial version of the app. After this stage I will engage in user testing and feedback. The final stage will involve features that are a bit more complex, and "nice to haves", which may happen concurrently to the initial marketing and sales phase. The full app will allow users to: Create profiles Play chess Save positions on the chess board Analyze those positions to fi...

I am looking for a skilled Marathi typing expert to assist me with data entry tasks specifically involving handwritten notes. The documents will be lengthy, with more than 21 pages. Ideal skills and experience for the job: - Proficient in Marathi typing - Experienced in data entry - Ability to transcribe handwritten notes accurately - Comfortable working with lengthy documents - Attention to detail to ensure high-quality work.

...seeking a skilled AI developer to set up and integrate key features into our AI assistant. The goal is to enable the assistant to efficiently process incoming leads, initiate calls within 5 minutes, and engage with the lead in a personalized manner—calling them by name and collecting relevant information for follow-up. The successful candidate will work closely with our team to refine this process and ensure a seamless, high-quality user experience. Responsibilities: Lead Detection and Processing: Configure the AI assistant to detect incoming leads in real time and trigger an automatic call within 5 minutes of receiving the lead’s information. Personalized Interaction: Program the AI assistant to address leads by name, leveraging incoming data (e.g., lead...

...hours each not holidlays), when/where like; UoW - Unit of Work, 4 hours/each, on our need; ...choice when work or useful for the work goal; ...at your home, in slippers, without taking a tram or wearing a tie, ...just enough smart neurons available, ...meet with us (sometimes) !!! ...fullset 10 UoW in each month (<30€), we start with a month, we can think 4 months, future is open; ...need your URL/Test; ...as make a draft web HomePage by this guide $$$_NFT_TEST/ ; ...plz, if yes, send us your URL (with contents/draft on our guide or your "with similar contents"); ...the links inside guide give you many references to the project, current status and above all to examples of LandingPage (a lot all very similar, with 3 menus and PresentationSpace

I'm looking for a skilled Laravel developer to enhance my existing web app with a comprehensive newsletter system. 1)Send bulk email by the these rules: All users Users who activated their accounts Users who didnt activate their accounts Users who d...looking for a skilled Laravel developer to enhance my existing web app with a comprehensive newsletter system. 1)Send bulk email by the these rules: All users Users who activated their accounts Users who didnt activate their accounts Users who do not login from 1 month 2 Ability to send test message 3 Ability to schedule message SMTP is already enable in this application This is how it should look plus you will ability to schedule the newsletter:

I'm looking for an efficient data entry specialist who can assist with inputting mixed text and number data from various digital PDF documents into our database. Ideal Skills: - Proficiency in data entry - Experience handling PDF documents - Strong attention to detail - Ability to accurately input mixed data (text and numbers) - Familiarity with databases. Please provide your hourly rate and an estimate of how long you think the project will take.

I need two methods developed for my Selenium WebDriver + Java automation project. These methods should control the internet connectivity of a RemoteWebDriver instance during test execution. - The first method should make the browser offline, and the second should bring it back online again. - Both methods should take RemoteWebDriver as input. - The methods should be tested on both Linux and Windows platforms, and on both Chrome and Edge browsers. - Future-proofing is a plus, as I may require varying levels of network latency in the future. Ideal skills for this project include proficiency in Java and Selenium WebDriver, experience with network simulation in automated tests, and expertise in both Linux and Windows operating systems.

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We are looking for an experienced content writer with expertise in the furniture or home decor niche to create a 2000-word blog post on the topic "Sheesham Wood vs Teak Wood: Pros, Cons, and Key Differences." The blog should be detailed, well-researched, SEO-optimized, and written in an engaging and easy-to-read tone. Key Requirements: Primary Keyword: Sheesham wood vs teak wood Secondary Keywords (To be used naturally): Sheesham wood furniture Teak wood furniture Sheesham wood Teak wood Content Guidelines: Word Count: 2000 words. The content must be human-written, plagiarism-free, and pass AI content detectors. Maintain a Grammarly score above 85 with a readability score above 55. ...

I need assistance with manual data entry of customer information I receive via emails. Requirements: - Proficient in data entry - Able to handle and convert data from emails into Excel - Detailed-oriented - Able to maintain confidentiality

...with a creative and dynamic style to work on exciting projects for Mondesign Web and our clients. If you're looking for a long-term collaboration, this is the perfect opportunity for you. Test Project: To kick things off, I'd like you to complete a test project. The task is to create a video similar to this one: [URL: ]. - Deadline: 12–24 hours - Content: I will provide all necessary content, including cuts, offers, and the logo. The videos will primarily be for Instagram, targeting the general public. If you're willing to take on this test project and deliver high-quality work, it could lead to ongoing collaboration with our agency. Looking forward to your submissions! + Video content : [Opening Scene] Background music

...high-performing ad campaigns, optimizing online outreach, and driving measurable growth. About Us: is a SaaS platform revolutionizing how roofing contractors manage their businesses. From scheduling and payroll to lead tracking and project management, we help contractors save time and boost revenue. Key Responsibilities: Develop and Execute Marketing Campaigns: Plan and implement data-driven campaigns across social media (Facebook, Instagram, LinkedIn, TikTok) and Google Ads. Design, test, and refine ad creatives (video, image, carousel ads) to optimize performance. Cold Outreach Optimization: Improve our cold email outreach strategy by integrating it with social media and retargeting campaigns. Ensure campaigns are tailored to roofing contractors and restorati...

We are looking for an experienced content writer with expertise in the furniture or home decor niche to create a 2000-word blog post on the topic "Sheesham Wood vs Teak Wood: Pros, Cons, and Key Differences." The blog should be detailed, well-researched, SEO-optimized, and written in an engaging and easy-to-read tone. Key Requirements: Primary Keyword: Sheesham wood vs teak wood Secondary Keywords (To be used naturally): Sheesham wood furniture Teak wood furniture Sheesham wood Teak wood Content Guidelines: Word Count: 2000 words. The content must be human-written, plagiarism-free, and pass AI content detectors. Maintain a Grammarly score above 85 with a readability score above 55. ...

Looking for a frontend Developer Key Responsibilities: -Building out modular/component-based visual frontends in tandem with HTTP APIs and modern CMS platforms. -Bring visual designs to life using the latest in libraries, frameworks, and tooling. -Experimenting with advanced visual techniques and animations to test the limits of what is possible in modern CSS. -Defining and setting up a strong foundation for long term maintainability for large scale design systems, and architecting solutions for today's problems and accommodating what future iterations might bring. -Consult with our in-house visual design team on technical feasibility, prototyping complex interactions or dynamic interfaces, or brainstorming on possible solutions to the problem at hand. -Learn new technol...

I'm facing an issue with the Facebook WhatsApp Cloud API. Despite receiving a success message from the API, my WhatsApp messages are not being delivered to the rec...recipient's phone number is correct. 3. I'm using the following API endpoint and payload: API_VERSION = 'v21.0' URL = f'{API_VERSION}/{PHONE_NUMBER_ID}/messages' Headers: { 'Authorization': f'Bearer {ACCESS_TOKEN}', 'Content-Type': 'application/json' } Payload: { "messaging_product": "whatsapp", "to": RECIPIENT_PHONE_NUMBER, "type": "text", "text": { "body": "Hello, this is a test message from the WhatsApp Business API!" } } I'm receiving a 200 status code an...

...template currently used as the website frontend. I now want to: • Create a mobile application (Android & iOS) using React Native. • Connect this application to the existing Laravel backend. ? Mission Objectives: 1. Adapt the existing React template to React Native. 2. Connect the mobile app to the Laravel backend via the RESTful API. 3. Optimize the app for a smooth and performant user experience. 4. Test and deploy the app on Android and iOS platforms. ? Expected Deliverables: 1. A complete mobile application in React Native for Android and iOS. 2. Documentation on: o The project structure o The installation and deployment process o The API endpoints used 3. Assistance with the initial deployment to the Play Store and App Store (optional). ?️ Required Skills:...

I'm in need of a data entry professional with a knack for data cleaning and preparation. The primary focus will be on working with numerical data sourced from databases. Ideal Skills: - Proficiency in data cleaning techniques - Experience with manual and automated data entry - Strong attention to detail - Familiarity with handling numerical data - Previous work with databases The selected freelancer will assist in maintaining the integrity of our data, ensuring it's ready for further analysis. Prior experience in data analytics would be a plus.

...sophisticated multi-timeframe trading script that will enhance my decision-making process in the markets. This script should provide comprehensive trend analysis, key level identifications, and precise entry signals, all while being visually coherent and user-friendly. Key Responsibilities: - Develop a Pine Script (v6) according to the provided specifications. - Ensure the script performs multi-timeframe analysis to determine market trends, key ranges, order blocks, and liquidity zones. - Implement clear visualization for higher and lower timeframe analysis using color-coded trendlines, ranges, and highlighted zones. - Incorporate entry signals on lower timeframes with alerts for potential long or short positions. Desired Skills and Experience: - Str...

...10 UoW (10 half/day, a week), when/where like; UoW - Unit of Work, 4 hours/each, on our need; ...choice when work or useful for the work goal; ...at your home, in slippers, without taking a tram or wearing a tie, ...just enough smart neurons available, ...meet with us (sometimes) !!! ...fullset 10 UoW in each month, we start with a month, we can think 4 months, future is open; ...need your URL/Test; ...as make a draft web HomePage by this guide $$$_NFT_TEST/ ; ...plz, if yes, send us your URL (with contents/draft on our guide or your "with similar contents"); ...the links inside guide give you many references to the project, current status and above all to examples of LandingPage (a lot all very similar, with 3 menus and PresentationSpace

I'm looking for a skilled freelancer with expertise in Power Automate and Excel coding. I need assistance with automating data entry and updates in my Excel worksheets. Key Requirements: - Automate importing data from an email and CSV/Excel files into my Excel sheets. - Streamline the process of updating existing records. Ideal Skills: - Proficiency in Excel and Power Automate. - Experience with data handling and automation. - Strong attention to detail and ability to validate data. The goal is to save time and enhance efficiency with data management. Please share your relevant experience and examples of previous projects.

I have an existing working TensorFlow code that requires modifications to enhance training performance and improve model test metric. I do not need a new code from scratch, but rather an expert who can make targeted changes to my existing code and run it on a gpu. I need a fully trained model within 2-3 days. My model has about half a million parameters and any changes to Network architecture must ensure the parameter count stays within one million. My test metric is miou and I want to achieve 80% while my current model gives me roughly 40%. Besides that, the final model should run on a CPU. Gpu is only required to make training faster. Key Requirements: - Access to a GPU and expertise in utilizing it for deep learning tasks - Proven experience with training deep lear...

...performance for data extraction tasks. The project includes integration with LangChain TypeScript (TS) and the implementation of feedback loops to ensure a robust validation process, including ZOD validation. Key Objectives: 1. Pipeline Development: • Build a pipeline that fine-tunes open-source models for extracting specific data from text inputs. • Ensure the pipeline supports continuous improvement with fine-tuning iterations. 2. LangChain Integration: • Integrate LangChain TS for improved processing, chaining, and orchestration of model inputs and outputs. 3. Feedback Loops and Validation: • Implement feedback loops to improve model outputs over time. • Apply ZOD validation for robust schema validation of the JSON outputs. 4. ...