Featured Projects

Projects with detailed write-ups on this site.

``A training pipeline for neural nets in PyTorch

A modular PyTorch-Lightning + Hydra pipeline for training neural nets — swap models, datasets, and hyperparameters via config files without changing code. Supports image classification and NER out of the box.

Handwritten digit recognizer

Draw digits on a canvas and a YOLOv3 model recognizes them in real time — an end-to-end project covering data collection, model training, and web deployment, evolved over three versions since 2017.

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Production ML

Careem

Fraud Detection via Face Recognition

Face-recognition system to detect duplicate driver accounts. 5% reduction in fraud.

CVAnti-Fraud

Careem

Real-time Pre-Authorization Model

ML model for real-time fraud scoring. 60% precision improvement.

Real-time MLAnti-Fraud

MTS AI

Medical Chat-Bot

Medical conversational AI with NER, relation extraction, and text classification. A post-mortem.

NLPNER

MTS AI

Video Super-Resolution

4x higher resolution video pipeline, deployed to production.

CVVideoGANs

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Tools & Writing

Tool

KindleVocabToAnki

Extract Kindle vocabulary and import into Anki for language learning.

PythonLanguages

Tutorial

Crafting My Personal Website

Jekyll, GitHub Pages, custom domain — still one of my most-read posts.

JekyllTutorial

Blogpost

Redesigning My Personal Website

A practical walkthrough of redesigning a Jekyll site with Claude Code — dark mode, search, cards, and more.

JekyllClaude Code