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Anyone can scrape a page. The hard part — and what I do — is turning messy market data into something you can actually trade on: clean pipelines, point-in-time-correct databases, and bots that survive running 24/7. I build trading-adjacent data systems end to end: - Market data & pipelines — login-gated and JS-heavy sources, multi-source collection with failure isolation, normalized into Postgres/DuckDB - Point-in-time correctness — bitemporal databases with as-of replay and zero look-ahead leakage, so your backtests aren't lying to you - Signals & automation — rules-based market scanners, exchange API integration, Lightning/crypto automation, crash-resilient 24/7 deployment Recent work (real, with code & tests): - A bitemporal horse-racing trading database — Betfair historical pricing (600K+ price rows) + 280K+ race-card index, as-of replay validated leak-free, 176 passing tests (PostgreSQL/SQLAlchemy) - A Bitcoin (RoboSats) selling-automation system — 18-state order lifecycle, Lightning payments via Core Lightning, Tor routing, Docker API - A prediction-market arbitrage radar — scans 5,000+ live markets per cycle for YES/NO mispricing, DuckDB snapshots, 17 passing tests I care about correctness — bad data quietly ruins a trading system, so I build in reconciliation, idempotency and tests. Clear communication in English and Chinese. I'll tell you upfront if an edge isn't realistic rather than overpromising.

🟩 Overview I help businesses turn complex, login-protected websites into clean, structured datasets ready for analysis. I specialize in extracting reliable data from dynamic websites, including pages with anti-bot protection and heavy JavaScript rendering. Recently completed projects: Healthcare data project: extracted 11,000+ records from a login-protected platform Investment dataset: structured 17,000+ Crunchbase records into clean CSV format I focus on delivering accurate, structured, and ready-to-use data — not raw or incomplete outputs. 🟨 What I deliver Clean, structured data (CSV / Excel / JSON) Reliable extraction from dynamic and protected websites Handling of login, pagination, and complex page structures Fast and consistent delivery (typically 24–48 hours depending on complexity) Scripts may be delivered depending on project requirements. 🟧 Tools & Technologies Python (Scrapy, Playwright, Requests, BeautifulSoup) Dynamic websites (JavaScript / React / Vue-based pages) Data extraction and cleaning workflows Automation for repetitive data collection tasks 🟦 Sample & Process I can provide a free sample (5–10 rows) within 12 hours after reviewing the target website, so you can evaluate the data quality before starting the full project. 🟩 Why me ✔ 100% Job Success Score ✔ Experience with complex and dynamic websites ✔ Structured, analysis-ready datasets (not raw scraping output) ✔ Fast and reliable communication ✔ Focus on accuracy and long-term usability 🟥 Next step Send me your website — I’ll quickly check feasibility and provide a sample before we start.

I am Seemab - a detail-oriented AI Research Engineer who utilizes the power of AI to solve complex problems. I specialize in developing efficient custom AI, Data, and software solutions. With a strong foundation in Python programming, I excel at playing with AI models and evaluating them for specific use cases. Proven experience in cloud technologies like Server-less computation, Linux Servers, and databases. Skills: AI/ML Model, Python Engineer, N8N Workflows, Automation, Data Mining Projects: OCR WebApp Snowflake warehouse remodeling. Education: BS in Computer Science

Python web scraping specialist with a Master's degree in Computer Science and over 5 years of experience building reliable data extraction pipelines. I help businesses turn messy web data into clean, structured, usable information. What I do: • Scrape dynamic JavaScript-heavy websites (single-page apps, infinite scroll, lazy loading) • Extract data from Cloudflare-protected and other anti-scraping platforms • Parse complex PDF documents — including those with tables, formulas, images, and mixed Chinese-English content • Build automated monitoring pipelines for competitor pricing, product listings, and market research Recent project examples: - Extracted 15,000+ product reviews from a Cloudflare-protected eCommerce site, handling API pagination limits with dual-pass crawling - Built automated data extraction from directory websites (500+ records scraped and verified) - Processed PDF documents containing mathematical formulas and mixed-language content into structured Excel output I deliver: - Clean CSV/Excel files with proper headers and units - Well-documented, reusable scripts - Regular progress updates so you always know where things stand Fluent in both English and Chinese — I can handle projects that require either language. Let me know your requirements and I'll provide a quick feasibility check before we start.

I am a seasoned full-stack developer with a strong focus on AI-powered interactions—including AI chatbot development, conversational UX, and intelligent agent integration. I build products from 0 to 1 and quickly diagnose issues in existing systems to improve performance, user experience, and business impact. I deliver maintainable, scalable, and deployable software with end-to-end ownership. Core Expertise (AI & Full-Stack) AI & Intelligent Interactions – Design and implement AI chatbots, voice/text assistants, and natural language interfaces. Integrate LLMs (GPT, Claude, open-source models) with RAG, fine-tuning, and prompt engineering for domain-specific use cases. Build real-time conversation flows, context management, and fallback strategies that feel human and reliable. End-to-End Product Delivery – From discovery and prototyping to deployment and monitoring. I own the full lifecycle, ensuring clean architecture, scalable systems, and predictable timelines. Rapid MVP & Iterative Development – Turn ideas into working products quickly, then iterate based on data and user feedback. Legacy System Stabilization & Refactoring – Improve performance, reduce technical debt, and modernize outdated codebases without disrupting business operations. Frontend-Backend Synergy – Optimize API design, state management, and real-time data flows for seamless UX. Data-Driven & AI-Enhanced Products – Implement analytics, recommendation engines, and AI capabilities that drive engagement and conversion. Tech Stack Frontend: HTML, CSS, JavaScript, TypeScript, TailwindCSS, React/Next.js, Vue/Nuxt.js, Angular Backend: Python (Django, Flask, FastAPI, Scrapy, Scikit-learn), Node.js (Express, Nest.js) Java: JSP, Spring Boot, Nacos, MicroService, JPA, MyBatis, MyBatis-Plus C#: ASP.NET WebForms, ASP.NET MVC, Razor Pages, .NET Core, Entity Framework, Dapper, WinForms PHP: Laravel AI/LLM: LangChain, LlamaIndex, OpenAI API, Anthropic, Hugging Face, vector databases (Pinecone, Milvus, Weaviate), RAG pipelines, conversational memory, speech-to-text / TTS Databases: MongoDB, MySQL, PostgreSQL, SQL Server, Firebase, SQLite Cloud & DevOps: AWS EC2, Microsoft Azure, Docker Collaboration: Git, SVN, Jira, Slack Mobile: Flutter, Ionic, Capacitor, uni-app, Taro How I Work Clear communication, predictable delivery, and transparent progress. I provide daily updates, early risk detection, and flexible engagement—feature-based, milestone-based, or long-term partnerships. I treat your business goals as my own and ensure every line of code adds value. Highlights Projects: SaaS platforms, internal enterprise systems, data-driven web apps, and AI-powered chatbots/assistants for customer support, sales, and internal knowledge retrieval. Accomplishments: Delivered MVPs under aggressive deadlines, stabilized legacy systems with 40%+ performance gains, and launched AI chatbots that reduced support tickets by 30% while improving user satisfaction. If you need a full-stack developer who deeply understands AI interactions and can own delivery from concept to production—with uncompromising quality—let’s talk. I’m ready to build your next intelligent product.

An experienced full-stack developer and RPA engineer, specializing in creating robust, scalable systems and automating processes to enhance efficiency. With extensive expertise in Python, I’m skilled in libraries and frameworks such as FastAPI, Scrapy, Vue.js, Playwright, and SQLAlchemy. I also have a strong background in reverse engineering, webpack, and JS manipulation, allowing me to tackle complex problems and develop efficient, tailored solutions. Key Skills & Areas of Expertise: Full-stack Development: Designing and developing dynamic, user-friendly websites and applications using modern technologies. Automation & RPA: Building automated systems to replace repetitive tasks and optimize workflows, utilizing Python, RPA frameworks, and Playwright. Reverse Engineering: Expertise in analyzing and understanding systems or software to extract data, optimize performance, or customize functionality. Data Science & Analysis: Handling data extraction, cleaning, and visualization with libraries like Pandas, SQLAlchemy, and others. API Development: Creating efficient, high-performance APIs with FastAPI, managing asynchronous requests, and integrating with databases. Thriving in high-pressure environments, I focus on solving intricate technical challenges and delivering high-quality results. Whether it's building sophisticated web apps, automating business processes, or reverse-engineering systems, I am committed to delivering impactful solutions. Let’s collaborate and bring your ideas to life.