~/portfolio

Hi, I'm Monish Raaj

Software Developer · Multidomain Builder

I build intelligent systems across domains — from LLM apps to computer vision on the edge.

View Projects →$ resume.pdf
01 · about

I'm an AI developer who likes problems that cross domains: applied machine learning, full-stack product work, and the infrastructure that ties them together.

I care about systems that are fast, legible, and honest about their limits — and about shipping things people actually use.

02 · projects
[ featured ]↗ livegithub

Neural Doc Search

Semantic search over large doc sets using a hybrid embedding + reranker pipeline. Sub-200ms retrieval.

PythonFAISSFastAPI
[ featured ]github

Vision Defect QA

Real-time computer-vision defect detection running on factory-edge hardware.

PyTorchOpenCVEdge
[ project ]github

Portfolio Chatbot

This site's ask-me-anything assistant, grounded only in a single JSON profile.

Next.jsLLMEdge
03 · skills

Languages

PythonTypeScriptGoSQL

AI / ML

PyTorchLLMsRAGComputer Vision

Web

ReactNext.jsFastAPINode.js

Infra

DockerAWSPostgresRedis
04 · experience

Machine Learning Engineer

2022 – Present
Acme AI

Lead applied-ML work across retrieval and vision products.

  • Cut retrieval latency 4x with a hybrid embedding + reranker pipeline.
  • Shipped an edge CV pipeline running on constrained factory hardware.

Full-Stack Developer

2020 – 2022
Startup Co

Built product features end to end on a small team.

  • Owned the React + FastAPI stack for the core product.
  • Introduced the testing and CI practices the team still uses.
05 · education & certifications

Education

University of Somewhere
BSc Computer Science
2016 – 2020

Certifications

AWS Certified Machine Learning
Amazon Web Services · 2023
06 · writing
Read the blog →
07 · contact

Open to interesting problems and good teams. The fastest way to reach me is email.

Remote · UTC
you@example.com
GitHubLinkedInEmail