Projects
Selected work
Production engineering, research, and side projects. Case studies for the items I can talk about in detail; live links and source where applicable.
RAG Ingestion Reliability at AskTuring
Full Stack Engineer · AskTuring.ai · Feb 2025 – May 2026
Redesigned a production RAG file ingestion pipeline from 70% to 99.95%+ success rate using Dramatiq-based distributed workflows with retries and reconciler workers.
- Python
- Dramatiq
- Azure
- Docker
- LangChain
- CrewAI
MLOps Platform Work at Grab
Full Stack Engineer, Internship · MyTeksi Sdn Bhd (Grab) · Aug 2024 – Feb 2025
Fixed a critical MLflow access control bug, deployed OIDC-based auth with LDAP group access, and built a central API gateway serving 100+ data scientists.
- Go
- Python
- Kubernetes
- AWS
- MLflow
- OIDC
Narrative Analysis of the July Revolution
Independent research · May 2025 – Present
Built the largest known dataset of news articles covering Bangladesh's July Revolution and analyzed temporal shifts in media narratives, newspaper stances, and mainstream-vs-social-media coverage.
- Python
- Web Scraping
- Stance Classification
- NLP
Opportunity Octopus
Solo build · Apr 2024 – Jun 2024
A full-stack web application centralizing curated opportunities for students and early-career professionals. Built with Django and Tailwind, containerized with Docker, deployed to AWS EC2.
- Python
- Django
- Tailwind CSS
- SQLite
- Docker
- AWS
This Site
Solo build · May 2026
Built with Astro v5 and Tailwind v4. Pure static, zero JS by default, 95+ Lighthouse on every metric. Self-hosted fonts, image optimization, per-page OG metadata, CI gates for typecheck, link checking, and performance regression.
- Astro
- Tailwind
- TypeScript
- GitHub Actions