Aditya Pratap Singh

Hey, Iโ€™m Aditya โ€” welcome to my corner of the internet.

ML engineer, currently doing independent research on knowledge editing for LLMs. Previously an AI developer at an AI startup. I work in Python and Rust, believe small language models are underrated, and sometimes fix Rust compiler crashes for fun.

Summary
  • Currently Technical Lead, AI Engineering at HCLTech, building agent infrastructure for a Bank of Ireland engagement
  • Previously, AI Developer at Runitup, shipping the ad-generation pipeline in Rust
  • Contribute upstream to rust-lang/rust, rust-analyzer and astral-sh/uv ๐Ÿฆ€
  • B.Tech in Mechanical Engineering at NIT Tiruchirappalli, 2022โ€“2026
  • Based in India
Aditya Pratap Singh
Projects
Sunny โ†—
Private, on-device skin lesion tracker โ€” fine-tuned VLM, 93% smaller, fully offline
AgentReplay โ†—
Turns production AI-agent failures into verified pull requests
Codesm โ†—
Multi-agent LLM coding system, up to 10 subagents across 4 providers
Audex โ†—
Sub-500ms scoped cloud credentials for AI agents
Writing

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