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Python developer to create proof of concept web info extraction solution

$10-30 CAD

Closed
Posted about 2 months ago

$10-30 CAD

Paid on delivery
Please read the following job description and submit an initial idea for a solution for this project. Payment is $25 CAD, but there is a potential for future work upon successfully completing this job. Objective: Our goal is to assess software documentation for accessibility compliance by analyzing content on official software websites, focusing on adherence to WCAG (Web Content Accessibility Guidelines) standards. Project Description: We require a Python developer to automate evaluating software documentation for accessibility issues. The solution should encompass the following functionalities: Automate Software Homepage Discovery: Use a search API, such as Google Custom Search API, to locate the homepage of specified software automatically, eliminating the need for manual input. Scrape Accessibility Information: Upon locating the homepage, employ a web scraping framework like Scrapy to navigate to and extract content from the software's accessibility page by searching for related keywords. Analyze Documentation Against WCAG Standards: Utilize a Language Learning Model (LLM) to efficiently compare the scraped information with WCAG guidelines, employing a vector database for this analysis. Develop a User Interface: Implement a simple UI that allows users to input software names and receive comprehensive reports on WCAG compliance. Streamlit is suggested for its simplicity and effectiveness. Technical Requirements: 1. Familiarity with Python, especially with Scrapy and Google's Custom Search API. 2. Experience with Natural Language Processing (NLP) and LLMs for content analysis (preferred). Familiarity with WCAG guidelines and accessibility evaluation practices (preferred). (link: [login to view URL]) Code Snippets: Provided to illustrate expectations and offer a starting point, though modifications may be necessary based on the developer's approach. Application Instructions: Interested candidates should submit a proposal detailing their experience with web scraping and LLMs, including a brief plan of approach for this project. Highlight any specific technologies or frameworks you intend to utilize. Note about the solution: There are no initial first steps. I have outlined one potential solution in this job description, but the final solution is for you to come up with.
Project ID: 37802774

About the project

9 proposals
Remote project
Active 12 days ago

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9 freelancers are bidding on average $30 CAD for this job
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Hello! Experienced Python developer adept at web scraping. Offering to swiftly build a proof of concept info extraction solution tailored to your needs. Elevate your data retrieval efficiency with our reliable and scalable solution. Thank you-
$20 CAD in 3 days
4.9 (268 reviews)
7.3
7.3
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Hi, I have +7 years of experience dealing with machine learning algorithms and worked on multiple projects in this field, Please contact me to discuss more. Have a nice day
$20 CAD in 7 days
5.0 (12 reviews)
5.0
5.0
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Leveraging over 4 years of experience in data mining and web scraping, your project will be in safe hands with me. I am passionate about programming and automation, this means my proficiency in Python, is top-notch. I guarantee you high quality and accurate work because of my keen eye for detail. Let's have a discussion, I can start right away!
$20 CAD in 7 days
5.0 (27 reviews)
4.4
4.4
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We've carefully reviewed your LLM and NLP requirements and are thrilled about the opportunity to collaborate. F(x) Data Labs specializes in AI and machine learning with over 8 years of experience, completing 400+ ML projects. Notable projects include: AI-Bookwriter: Autonomously produces books with custom prompts, streamlining the creation process. AI-Resume-Shortlisting: Extracts data from resumes, matches with job descriptions, and ranks resumes using NLP. Social Media Offensive Language Detection: Detects offensive language in tweets, enhancing content moderation efforts. Our AI system gathers input from writers to produce entire books autonomously. Key advancements include customized prompt engineering, ensuring coherence and precision while reducing writer effort. Technology stack: OpenAI, Python-docx, NLP, AWS EC2, S3, LLM. Let's discuss further. Thank you!
$20 CAD in 7 days
4.9 (5 reviews)
4.2
4.2
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⭐ Hi, My availability is immediate. I read your project post on Python Developer to create proof of concept web info extraction solution. We are experienced full-stack Python developers with skill sets in - Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization, ETL - Web App Development, Data Science, Web/API Scrapping - API Development, Authentication, Authorization - SQLAlchemy, PostegresDB, MySQL, SQLite, SQLServer, Datasets - Web hosting, Docker, Azure, AWS, GPC, Digital Ocean, GoDaddy, Web Hosting - Python Libraries: NumPy, pandas, scikit-learn, tensorflow, etc. - ML Toos: ChatGPT, Llama, Google Bard, OpenAI, Artificial Intelligence, - AWS SageMaker, AWS Bedrock, AWS Machine Learning Services, AWS AI Services - Azure Cognitive Services, Azure Bot Service, Azure QnA Maker, Azure Vision, Azure Document Intelligence, Azure OpenAI - Tableau, PowerBI - AI: Generative AI, Langchain, LLM, RAG - Artificial Intelligence, Machine Learning, Deep Learning, Chatbot Please send a message So we can quickly discuss your project and proceed further. I am looking forward to hearing from you. Thanks
$92 CAD in 1 day
4.3 (13 reviews)
3.9
3.9
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Good Day, Hope you are doing well. I'm an experienced Python developer ready to bring a unique touch to your project. With over 5 years of dedicated experience, I am so full of confidence to complete this project with a High-Quality Code and Result. As an energetic and enthusiastic developer, I can start the work right away and will provide you what you want. I totally understand your requirements and I am ready to start the work right away if you choose me for this project in points that is perfect and clear. looking forward to your quick response so that we can start working on your project immediately. Kind Regards.
$20 CAD in 1 day
0.0 (0 reviews)
0.0
0.0
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I am aWeb Scraping, Python and LLM Prompt Engineering Deep Learning Specialist with extensive experience in PyTorch and network filter pruning. I specialize in feature map contribution and can deliver high-quality code within your tight deadline. I am serious about meeting your requirements and ensuring the success of your project. Let's discuss further details and costs.
$25 CAD in 4 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of CANADA
Mississauga, Canada
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Member since Feb 23, 2024

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