Portfolio · engineering and everything else
Systems, side projects, and the other half.
Production work in healthcare and IoT, plus the things I build and make when nobody asked me to.
The numbers on the right are from systems that actually shipped.
Work
Production systems, with the numbers that mattered.
Central Alarm Receiver
A desktop receiver processing patient alert signals and publishing them in real time, where a dropped message means a delayed emergency response.
AzureMentor
Grounded Q&A over 31,700 chunks of Azure documentation. Hybrid BM25 and vector retrieval, benchmarked across six configurations.
Unified Messaging
Multi-tenant campaign platform with SFTP ingestion, parameterised filtering and scheduled delivery across SMS, email and push.
Side projects
Smaller things, built to answer a question.
I benchmarked cross-encoder reranking, then turned it off
Building a RAG system over 31,700 chunks of Azure documentation, I implemented cross-encoder reranking, measured it properly, and shipped without it. Here…
Chess With Friends
I have always liked games. Being a software engineer, you realize that most of the maths and physics that we learned in…
Stock Monitor
A Small Tool That Saves Me Time This is the most thought out and meaningful application that I think I have created.…
POS Restaurant
My First Real Client Project (even though it was for a friend hehehe) When a friend on mine, wanted to take on…
Chatrooms
Conversations Without Borders There was a time when I really loved the concept of Omegle, the idea that I can just login…
Subtle Editor
My First Step Into Building Tools That Build Me It started as a simple idea during our Master’s project, we were looking…
The other half
Same instinct — finding a shape in the noise — pointed somewhere else.
Online Content
YouTube – My online content journey started from Nov 2022, before I created my first YouTube channel – Music All Ambient In…
ArtStracting
Finding Faces in the World Around Me I’ve always seen stories in the world — a crack in the wall that looks…
Knife Painting
When Mistakes Lead to Magic In this time of my life, I was trying to be out-going, meet people and make friends…