Aman Mehtar
I love AI & systems
and shipping tools.
Engineering student in AI & Data Science — focused on agents, full-stack apps, and developer tools. Based in India. I want to be someone great — so I build, break, and ship.
- Engineering student focused on Artificial Intelligence & Data Science.
- Building in public from India — agents, tools, and full-stack apps.
- Trained a 101M-param LLM from scratch on a laptop GPU, then a 94M chess model that learned the board from move text alone.
- Shipped a real-time chat app with rooms, DMs, OAuth, and presence.
- Built Minihub — a small self-hosted Git service in Go + React.
- Exploring AI coding agents and terminal UX with neo-aman-code.
- Grinding DSA and LeetCode to sharpen problem-solving.
- 82+ public repos on GitHub and counting — always shipping something.
Writing
- Turning a Locked JioFiber Gateway into a Wireless Repeater (and the Error Code that Fooled an AI)Sep 2026
- Turning Qwen into a price predictor on an 8GB laptop GPUSep 2026
- 214M parameters, 36 lost GPU-hours, and the day my agent outsmarted itselfSep 2026
- Training a fill-in-the-middle code model for $16Sep 2026
- August, wrappedAug 2026
Stuff
- jcow411-repeater — Turned a decommissioned JioFiber JCOW411 gateway into a bridged 5 GHz range extender — Layer-2 WET mode, single subnet, no double-NAT, and persistent across reboots.
- amzn-ml-2025-pricing — Amazon ML Challenge 2025: 4-bit LoRA on Qwen3.5-2B with a monotone quantile head for SMAPE-optimal product price prediction, trained on one 8 GB laptop GPU.
- pi-agent-tui — Pi extension that drives TUI applications programmatically through agent-tui, so an agent can read and operate terminal interfaces.
- quick-gateway — Self-hosted LiteLLM gateway that translates OpenAI Responses and Anthropic Messages requests for OpenCode Zen models, including tool calls.
(yes, I still ship side projects)