Python Developer for Web Scraping with Proxies, Dark Web Expertise, NLP, and Machine Learning Integration
₹37500-75000 INR
Paid on delivery
I'm looking for an experienced Python developer with advanced web scraping expertise, including the use of proxies and dark web scraping techniques. In addition to traditional scraping, the candidate should also be proficient in applying Natural Language Processing (NLP) and Machine Learning (ML) techniques to extract, analyze, and process the scraped data. The data must be delivered in JSON format, ensuring structured, accurate, and meaningful insights.
Responsibilities:
1. Develop and maintain Python-based web scraping scripts for complex websites and dark web resources using proxies.
2. Utilize NLP techniques to extract and process text-based data, such as named entity recognition (NER), sentiment analysis, and topic modeling.
3. Integrate machine learning models to improve the quality, relevance, and efficiency of the scraped data (e.g., text classification, clustering, or prediction algorithms).
4. Implement proxy rotation strategies to bypass anti-scraping mechanisms and avoid detection.
5. Scrape data from dark web resources securely, adhering to ethical guidelines and ensuring anonymity.
6. Structure the scraped and processed data in JSON format for seamless integration with other systems.
7. Continuously improve scraping processes and enhance performance using AI-based approaches.
Requirements:
Proven experience in Python-based web scraping (minimum 2 years).
Proficiency with scraping libraries like BeautifulSoup, Scrapy, Requests, and Selenium.
Strong experience with proxy management and techniques to overcome anti-bot mechanisms.
Expertise in dark web scraping, including working with the Tor network and Onion services.
Hands-on experience with NLP libraries such as SpaCy, NLTK, or Hugging Face for processing textual data.
Knowledge of Machine Learning frameworks such as TensorFlow, PyTorch, or Scikit-learn to apply models for data extraction and analysis.
Experience in handling unstructured and semi-structured data and transforming it into a structured JSON format.
Strong understanding of web protocols, dynamic content handling, and security aspects related to web scraping.
Project ID: #38646450
About the project
26 freelancers are bidding on average ₹57415 for this job
Hi there, I am an ML engineer. I can start right away and deliver within the deadline. So, Let’s have a quick conversation. I can be more specific once we get all the requirements and information required to execute th More
With an educational background in Computer Science from UC Berkeley and several years of professional experience, I am confident that I have the necessary skills to meet your needs as a Python developer. Throughout my More
Hi there, ★★★ Scrapping / Python / Selenium Expert ★★★ 10+ Years of Experience ★★★ I've read requirements and ready to write script to scrape data from website. Some major works we do: ✔️ Product Websites Scraping: eC More
I have Decent knowledge of Python and can help you with your projects. Can we have a chat to discuss it further in detail?
Hello There! As a seasoned Python developer with advanced expertise in web scraping and cyber security, I can help you securely scrape complex websites and dark web resources, utilizing proxies and ethical techniques More
Drawing from 7 years of comprehensive full-stack web development and a strong command over Python, I can guarantee a sophisticated solution for your web scraping project. With specialized knowledge of popular scraping More
Hello sir, I have 9 years of experience in Python development, I can meet your project needs efficiently. Let's connect for a detailed discussion. Best Regards, Bhargav
Hi! How are you doing? I have advanced web scraping expertise, including proxies and dark web techniques. After reading the project details, I will develop Python scripts, apply NLP for data processing, and ensure JSON More
As an experienced automation developer with 5 years in the tech field, I boast a deep understanding of Python and web scraping that aligns perfectly with your project requirements. My expertise using BeautifulSoup, Scr More
With over 5+ years of experience in IT product development and services, I believe I am the ideal candidate for your project. I have a proven track record of consistently delivering projects, and especially in Python - More
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Hi, In this bustling and ever-evolving world of technology, I’m sure you value both experience and adaptability. I'm Khizer, a person who not only brings the necessary credentials to the table but also has a deep passi More
Dear Client, I am Uttam Pipaliya, an experienced Python developer specializing in web scraping, NLP, and machine learning. I am excited to apply my expertise to your project, which involves complex scraping techniques More
