
Tran Tien Van
AI Engineer, Data Engineer and Web Scraping Specialist
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Esperienza lavorativa
Freelance AI & Data Engineer, Top 1% on Upwork
Upwork
Dec 2020 - Present • 5 yrs 8 mos
Top 1% freelancer on Upwork (Top Rated Plus, 100% Job Success Score) with a perfect 5.0/5.0 rating across 71 public client reviews. Completed 90+ contracts over 2,000+ tracked hours for international clients. - Engineered large-scale web scraping and data extraction systems in Python (BeautifulSoup, Selenium, Playwright) and Node.js (Puppeteer, Cheerio): browser automation with rotating proxies (Bright Data, SmartProxy), CAPTCHA solving (2Captcha), authenticated-session handling, systematic retries, and data validation. - Designed and implemented end-to-end data warehouse and ETL architecture on GCP (Cloud Storage, BigQuery, Cloud Run, Looker Studio) and Snowflake: scalable data models, ingestion and transformation pipelines, and stakeholder dashboards. - Delivered a generative-AI content pipeline on Cloud Run and Cloud Scheduler: Milvus vector database, GPT-4 with text-embedding-3-large embeddings, FastAPI services, and Dockerized deployment with GitHub Actions CI/CD.