Open to open-source collaborations
I build reliable AI systems and write about the engineering behind them.
Recently: cut prompt tokens 36% per request in claude-pro-kit.
AI Engineer at agntworks.aiBuilding Engram ↗
Featured project
making the $20 plan last longer in Claude Code
Five Claude Code mods that show where Pro plan usage goes and cut the waste, using only figures Claude Code already reports.
Key detailFive Claude Code mods with no model calls: −36% prompt tokens per request from tool-diet, −33% mean cost on a three-run benchmark.
making shipment recommendations inspectable
A FastAPI decision-support prototype combining deterministic shipping calculations, LLM recommendations and a human override history.
a grape-leaf classifier inside WhatsApp
A research prototype connecting a PyTorch image classifier to a multilingual WhatsApp workflow with FastAPI.
one call to load tabular data
A small Python package that loads local and cloud files into pandas through a consistent API, replacing repeated file-loading code.
Why I am returning to open source in 2026, what I learned from EddieHub, and how I want to contribute differently as a working engineer.
A practical first-year CS guide to DSA, AI, projects, placements, referrals, GATE, internships, and building strong software engineering fundamentals.
Let the browser decide when a focus indicator is needed, and keep a visible fallback.
Separate unstaging a file from discarding working-tree edits with git restore.
Use keys_unsorted for convenient inspection; use an array when the order is part of the data.
