Senior AI engineer in Pune. I build agents that do real work, and write down how they break.
In my own time I build open-source tools for agents and infrastructure: a shell that asks before it runs anything, backups you can trust, and cleaner input for AI decisions. By day I ship production GenAI at Equations Work.
I build open-source tools in my own time, mostly for making agents safe to trust. Sable is a Linux shell you talk to in English that previews every command and asks before anything destructive. Archon gives any Docker stack encrypted, verified database backups. jevbrief trims noisy input before an AI model decides, and publishes where that loses. VeritasChain proves when a file existed, on Ethereum.
By day I'm a senior engineer at Equations Work in Pune, making LLMs useful on real enterprise data: multi-agent systems, NL2SQL with row-level security, and data platforms shaped so an agent can't give a plausible wrong answer. I'm certified in MCP by Anthropic and in Neo4j.
A Linux login shell you talk to in English. It routes each line to bash or to an agent, previews every generated command, and runs sub-agents in their own bubblewrap sandbox.
Destructive commands need a typed YES. Secrets are redacted by entropy. Repeated work turns into reusable skills. The router hits 99% bash recall on a 500-line labelled corpus.
Python, tmux, SQLite, bubblewrap, Anthropic, OpenAI or Ollama
Archon adds automatic, encrypted, checksum-verified backups for Postgres, MongoDB, MySQL and SQLite to any Docker stack, with no code changes.
30 Sept 2026jevbrief trims logs, tools and web pages down to what matters before an AI model decides, and records why every item was dropped. With benchmarks.
30 Sept 2026Sable is an open-source AI shell for Linux servers. Type plain English, see every command before it runs, and approve anything risky from your phone.
30 Sept 2026One of India’s largest dealer management networks
Workflow creation went from 4 to 8 hours down to 2 minutes, and error rates from 30 to 40% down to under 10%.
A global electronics manufacturer
Found a hidden join fan-out that inflated every test event 3.5x, rebuilt the grain, and compressed 1.53M rows to 145K with no loss of detail.
The same dealer management network
Natural-language analytics over 65,000+ job cards per dealer per month, with row-level security at every tier.
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.
Written by the people who sent them, in their own words. I don't edit them. I only choose which ones to show.
The fastest way to reach me is pkomalwad@gmail.com. I usually reply within a day.