Hi, I’m Manish. San Francisco

Backend depth.
AI in production.

I build the systems behind the product. From retrieval agents for Microsoft’s field sales teams to a B2B platform built from the ground up, I take software from the first question to production.

Open to engineering opportunities

I’m looking for software engineering, AI engineering, and forward-deployed roles across software and AI. I bring backend depth, production AI experience, and ownership from customer discovery through delivery.

Explore my work Let’s talk

A few things I’ve built

Inside a production agentSYSTEM / 01

Question

“Find the contract for this account.”

Route & authorizeIntent, identity, and access

✓

Retrieve contextIndexed, ranked, scoped

Call the right toolsCRM, documents, data

A grounded, permission-aware answer

From my work at MicrosoftAzure / RAG

Built and shipped with

MicrosoftYellow.aiTradeLivCognizant

Selected work

Built to solve a real problem.

All projects

Data & systems

Coldstart

Changed-feed ingestion, resume-aware LLM scoring, and an auditable daily digest. Built to run unattended.

PythonSQLitePandas+4

Agents

Role Collector

An autonomous discovery agent spanning ATS APIs, search, and company watchlists, with freshness-first review.

nodriverWebSocketsLangfuse+9

Web & backend

SimCricketX

A probabilistic simulation engine with live match state, built and operated as a complete solo project.

FlaskSQLAlchemyWebSockets+3

The work behind the work

From the first question
to the last mile.

I’ve worked inside enterprise teams and built as a solo engineer. The common thread is owning the path from an ambiguous problem to a system people rely on.

More about me