I'm Akshansh — see pronunciation — a 23-year-old software engineer based in Hyderabad. I work at Wells Fargo as an AI Developer in Quantitative Risk, specifically on the Technology Risk side. The day-to-day is a mix of building internal agentic platforms, wiring hybrid retrieval pipelines into systems that never had them, and the quietly hard work of making LLMs behave themselves in production — evals, structured outputs, retrieval tuning, the unsexy plumbing that decides whether a demo survives contact with real users.

I came at software the long way around. My degrees are in Physics and Electronics Engineering, and I'm a math fanatic before I'm anything else — most of how I think about engineering is borrowed from how I learned to think about physical systems. AI is the obvious obsession at the moment, but the longer threads underneath it are finance, entrepreneurship, and the strange recurring shape of how systems evolve once they're loose in the world.

I'm a heavy proponent of open source and build-in-public work. I spent two summers as a Google Summer of Code student developer — once on SymPy's control-systems module, once on a parser for LPython — and I haven't really stopped picking at problems in public since. Most of the value, in my experience, came from the work being legible to strangers on the internet, not from the code itself.

The rest of a normal day usually has a book or a longform piece in it somewhere. I read across more topics than I probably should, and I spend a lot of time thinking about the systems around us — how they form, where they leak, where the inefficiencies sit, and what they'd look like if someone bothered to measure them honestly. Being a generalist means I get the broad shape first and the depth second. Sometimes I share what I find on Twitter, sometimes here on the blog. Sometimes I don't share it at all, which is a habit I'm trying to fix.

Reaching Out

If any of this resonates — or you just want to argue about something — the social links are in the footer, or you can contact me directly. I'd genuinely like to hear what's going on in your world. Cheers.