Nitesh Shantha Kumar

HelloBangalore → Seattle

Hi, I’m Nitesh.

I’m a curious engineer who’s in love with the process of building. By day I build high-traffic systems at Nordstrom. The rest of the time I’m building Hushy, a dictation and voice assistant app, writing One More Layer, or making coffee.

01

Right now

What fills my days at the moment.

02

My story

From soldering robots in Bangalore to building agents in Seattle.

  1. Bangalore · the robot years

    It started with electronics

    I loved electronics, but I always wanted to write the software and build the robots too. I built a color-sorting robot, line followers, and obstacle-avoiding robots running the Bug2 algorithm. That pulled me into embedded systems.

  2. 2016 – 2019 · Avionics

    Software for airplane engines

    I worked on software for an electronic engine controller, the computer that runs an aircraft engine. I was curious how safety-critical software gets built, and I learned a lot from that rigor. Eventually, though, the pace wasn’t for me.

    “I feel the need — the need for speed!”— Top Gun, and roughly my reasoning
  3. 2017 · The spark

    Andrej Karpathy’s lectures

    I came across Andrej Karpathy’s machine learning lectures and got hooked on machine learning. That curiosity is still driving most of what I build.

  4. 2019 – 2021 · Buffalo, NY

    A master’s in robotics

    I went to the University at Buffalo for an M.S. in Robotics. I loved autonomous systems and worked on self-driving cars: perception and sensor fusion in the LANDR lab. The part I loved most was building the software.

  5. 2021 – now · Nordstrom

    Systems for millions of people

    I moved into building software at Nordstrom. Working on high-traffic, business-critical systems that serve millions of customers made me the engineer I am today.

  6. 2025 · Agents

    Early to the new stuff

    I like new systems the moment they come out. When MCP arrived, I built a bunch of MCP servers from scratch. In June 2025, before long-running agents were a thing people talked about, I built a framework for them at work: multiple agents running autonomous workflows defined in Jinja templates. It wasn’t adopted, but I learned a lot. A skill set I built for on-call engineering workflows is used by several teams today.

  7. Now

    Building Hushy

    A dictation and voice assistant app, built with as much love as I can put into it.

03

Learning in public

My public GitHub, one square per repository. Hover or tap a square to see what it is.

Robotics & MLLLMs & agentsWeb & other
Grouped by the year each repository was last updated. The quiet years were heads-down at Nordstrom; then LLMs and MCP arrived.
Show as a list
04

Likes & dislikes

A few things that make me, me.

Recently readTheo of GoldenThe quote below is from this one.
Reading nowHamnetHope I finish it soon.
05

Why I build

For anything to be good, truly good, there must be love in it. There must be love for the gift itself, love for the subject being depicted or the story being told, and love for the audience.

— Theo of Golden

I’m in love with the process of building, and I hope you’ll love what I make.

06

Projects

Things I’ve built in the open.

Say hello.

I’m always happy to talk about building things, agents, robots, or coffee.

© 2026 Nitesh Shantha Kumar · Made with love, and a lot of coffee.