Tushar Amrit
- Role
- Software Engineer · AI Transformation, Abnormal AI
- Status
- Building Nora
- Location
- Bengaluru, India
- Focus
- Multi-agent systems Retrieval Distributed systems
- Off the clock
- Test Cricket Biryani Travelling
- tusharamrit67@gmail.com
About
I build large-scale distributed systems, and for the last stretch that has meant agent platforms. Five-plus years across AI infrastructure and fintech.
Today I lead the team behind Nora at Abnormal AI. Before that, three years at Bloomberg in AIM Compliance, replacing a 25-year-old trading-data codebase while it stayed in production.
Now and then I take the work to a stage. At PGConf India 2024 I spoke on
the internals of
incremental materialized views and pg_ivm — the rest are on the
Talks page.
The short version: I like problems where the hard part is the data, not the demo.
Nora — Abnormal AI's first agent employee
A company-wide multi-agent platform that answers in Slack, searches across every internal system, and writes and runs code for people who don't write code.
One arm of it is the Software Factory — a lights-on pipeline that picks up customer-raised bugs, writes and tests a fix, and hands it to a human for a final review before it ships. Every team at Abnormal runs on it today.
Experience
Three roles. Open one to read the detail.
Abnormal AI SWE 2, AI Transformation May 2025 — Present
- Building Nora, Abnormal's company-wide multi-agent platform — 300+ personas serving over 2,000 Slack requests a day.
- Designed the unified retrieval layer over OpenSearch: one search surface across Slack, Jira, GitHub, Gong, Confluence and Salesforce, instead of an integration per API.
- Built a dual-sandbox execution model — a code interpreter alongside a Modal-hosted devbox — so non-technical staff can ship working code straight from a Slack thread.
Bloomberg Software Engineer, AIM Compliance Aug 2022 — May 2025
- Redesigned trading-data infrastructure — Watchlists, Custom Issuers and NAVs — retiring a codebase older than most of the team.
- Member of the Databases Guild; spoke on incremental materialized views at PGConf India 2024.
Flipkart SWE Intern, Shopsy Jan 2022 — Jul 2022
- Integrated a third-party referral-link service with Shopsy's backend.
Tools
Side projects
Built on weekends, mostly to find out how something works.
A private voice journal for ADHD overwhelm. Talk in whatever language comes out; it cuts the recording into rambles at natural pauses, transcribes them and makes them searchable. Runs entirely on your own machine.
A web app that implements a game-theory-optimal prediction paper, so I could see whether the maths held up.
A self-paced course on why LLM inference is hard, in eleven levels from the transformer forward pass to distributed serving. Every level circles one idea: generating a token means reading every model weight from memory, so the bytes cost more than the maths. Wrapped in a Pac-Man arcade theme.
Get in touch
Happy to talk about agent platforms, retrieval at scale, or why your Postgres query got slow. Mail is the fastest way to reach me, or grab a slot straight on my calendar.