OM M. PATEL
I’m Om M. Patel, a Vector AI Scholar and applied AI engineer based in Toronto, building production-ready AI integrations, data pipelines, and backend systems that help teams make smarter operational decisions.
About
I’m Om M. Patel, a Vector AI Scholar and applied AI engineer based in Toronto, building production-ready AI integrations, data pipelines, and backend systems that help teams make smarter operational decisions. My work spans evaluating AI and agent workflows, building LLM-driven systems with human-in-the-loop review, and supporting reliable releases through agent routing and automated QA loops.
I’ve integrated multimodal capabilities into production apps (like vision-based object label detection), designed audit-ready data stores and ledgers, and deployed systems across distributed locations. Alongside industry work, I’ve built retrieval-first document QA with agentic querying, created large-scale ETL pipelines for geospatial data, and currently support NLP research on multilingual sentiment preservation.
- Joined September 2026
Industry experience
- Software & Internet
- Computers & Electronics
- Education
Work experience
Integrated Gemini vision API into a Next.js application to detect and read object labels. Streamlined human-verified capture workflows using HITL validation, POS reconciliation, and dashboards. Designed Supabase-backed data storage with private media retention and audit-ready ledgers. Deployed the system on Cloudflare and supported live operation across 20+ locations. Reviewed AI agents and delivered skills for automated tests, CI checks, and sandbox QA to improve release reliability.
Built Airflow-powered ETL pipelines to parse geospatial datasets using Python and GeoPandas, improving data throughput by about 23%. Optimized PostgreSQL schema design and indexing for faster real-time lookups used by downstream ML and analytics. Coordinated with engineering and ML teams to monitor API behavior and iteratively improve post-deployment performance for data and model-backed APIs.
Education
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