About
I'm Parth, a senior AI engineer at Equations Work in Pune. For three years I've shipped production GenAI for enterprise clients in manufacturing, automotive, sustainability and real estate.
Most of that work is making language models useful on real, messy data: multi-agent systems that generate production configs, NL2SQL that respects row-level security, and data platforms shaped so an agent can't give a plausible wrong answer. I work mostly on Azure AI Foundry and Microsoft Fabric.
Outside work I build Sable, a Linux shell you can talk to that previews every command and asks before anything destructive. This site is where I write down what I learn, especially the ways things break.
Experience
- 2025 to nowSenior Software Engineer, Equations Work, Pune
- 2023 to 2025Software Engineer, Equations Work, Pune
- 2023Internship Trainee, Maxima Consulting
- 2019 to 2023BE in Computer Engineering, Genba Sopanrao Moze College of Engineering. Led competitive programming at the CodeChef chapter.
Certified in Model Context Protocol, introduction and advanced topics, by Anthropic (August 2025), and a Neo4j Certified Professional. Second of 30+ developers at the Metron Security Code Jam (January 2025), building an Elastic ML security dashboard in six hours.
- Agents and LLMs
- Multi-agent orchestration, RAG, GraphRAG, NL2SQL, MCP, Llama 3 fine-tuning, LangChain
- Data
- Postgres, pgvector, DuckDB, Neo4j, Parquet, medallion and semantic layers
- Cloud
- Azure AI Foundry, Microsoft Fabric, OneLake, Azure Functions, AWS, Docker
- Code
- Python, FastAPI, TypeScript, React 19, WebAssembly