Full-time on machine learning

I build useful software.

5+ years experience · Victoria, Australia · Melbourne / Geelong

Experience

Where I've worked

  1. INFRRD

    Software Development Engineer-2

    86% → 97% field extraction accuracy

    Document AI for an in-house extraction product, plus DocIQ, an internal test-automation platform shipped from scope to v1 in two weeks.

    Python · FastAPI · RabbitMQ · Docker · AWS · TypeScript

  2. Mesha

    Software Engineer

    80% reduction in reconciliation time

    AI agents for accounting, anchored by two systems: Recon for invoice reconciliation and the Agent Builder for client-built workflows.

    TypeScript · Express · Next.js · PostgreSQL · MongoDB · AWS

  3. Propellyr

    Software Development Engineer

    40% reduction in pricing infra costs

    Two years across three projects at a blockchain data platform that later pivoted into generative AI: LP earnings research, an on-chain price pipeline, and an AI data analysis app.

    Python · FastAPI · Node.js · DuckDB · ClickHouse · AWS

  4. Wipro Limited

    Project Engineer

    First role · large-scale data analysis

    First role after graduation - data analysis on a large-scale big-data project using Python and pandas.

    Python · Pandas · C++

Projects

What I build outside work

Personal projects I build on my own time. The work I shipped at each company lives with its role under Experience.

  • 01

    Portfolio

    Terminal assistant portfolio

    This site. A scrollable portfolio and a terminal that is the AI assistant, both reading one shared content source.

    Next.js · TypeScript · Tailwind CSS · MongoDB · +1

  • 02

    StreamPay

    Continuous salary streaming

    A crypto app that streams salary continuously through the pay period instead of a single lump-sum transfer on payday.

    Solidity · Superfluid · Node.js · Ethereum · +1

Technologies

What I work with

Languages
Python · C# · TypeScript
Backend
FastAPI · Express · Django · .NET · RAG
Frontend
React · Next.js · Tailwind CSS
Data
PostgreSQL · MongoDB · Redis · DuckDB · ClickHouse · Pinecone
Infrastructure
AWS · Docker · RabbitMQ · Jenkins · Grafana

About

I like building systems where good engineering and AI meet.

I'm a software engineer interested in building systems that combine strong engineering foundations with AI. My work has taken me across backend systems, AI applications and full-stack products - from blockchain data pipelines to agentic AI for accounting to document extraction at scale. I've built products from scratch at two startups and most recently worked on AI document extraction at INFRRD. Currently studying a Master of Applied AI at Deakin, and looking for backend + AI roles.

Speaks English (native), Hindi, Malayalam.

Curious about my work?

Ask my assistant about projects, experience or technical decisions.

Outside the IDE

When I'm not building

Football
Liverpool FC
Gaming
Valorant · CS:GO · FIFA
Music
Radiohead · Twenty One Pilots · Guitar
Films
The Prestige · Crime / Horror

Contact

Let's build something.

Have a project, opportunity or interesting problem? The fastest way to reach me is email.