Experience area
AI & data pipelines
OpenAI · Zoho · scraping · ETL · human-in-loop
OpenAI APIPythonZoho RecruitSQL ServerScrapy-style jobs
Summary
Governed automation — idempotent imports, operator review gates, and separate scrape/process/send stages so failures do not cascade into production data.
Programmes
- Zoho Recruit automation (2024–2025) — CSR Informatics, Germany; Python + OpenAI beyond out-of-the-box Zoho config; recruiter approval before records go live.
- E-commerce AI pipeline (2023–2024) — Python/OpenAI product attribute extraction feeding Rails/Spree and SQL Server ops dashboards.
- Restaurant analytics helpers — Python ad-hoc data fixes alongside Angular/Spring reporting stack.