I've built data ingestion and scraping systems at Byteforge, Upwork, M3hive (Comparables.ai), and Codeaza Technologies. At M3hive, I processed data from 30M+ websites and 11M LinkedIn company profiles for large-scale enrichment.
I design reliable Python-based ETL/ELT pipelines using Airflow, Kafka, AWS, PostgreSQL, Snowflake, Elasticsearch, Scrapy, and FastAPI. I've also optimized PostgreSQL with table partitioning, delivered REST APIs, and supported junior developers through code reviews and pair programming.

