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 endpoints for a central API gateway serving 100+ data scientists.
- Go
- Python
- Kubernetes
- AWS
- MLflow
- OIDC
Resume Buddy
Solo build · Jun 2026
A Claude Code plugin that turns resume editing into a conversation. It bundles a local LaTeX MCP server so the AI can create, edit, validate, and compile your resume as a real .tex file, no LaTeX knowledge required.
- Claude Code Plugin
- MCP
- Python
- LaTeX
- uv
Narrative Analysis of the July Revolution
CS Researcher · BARTA Lab · 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
Vento: Inventory & Manufacturing Management System
Solo build · May 2026 – Present
A full-stack inventory and manufacturing management system: raw materials, products with recipes, manufacturing runs with history, and a role-aware admin panel. FastAPI + PostgreSQL backend, React + TypeScript frontend.
- Python
- FastAPI
- PostgreSQL
- React
- TypeScript
- Tailwind CSS
Salt Experiment: Chemistry Lab Simulator
Solo build · Aug 2023 – 2025
A browser-based simulation of the salt-testing experiments from the high school chemistry curriculum. Pick a salt, run the tests, observe the reactions. No lab, no reagents, no supervision required.
- JavaScript
- HTML
- CSS
- GitHub Pages
Top Words: Trending Bengali Language Analysis
Full-stack build · International Mother Language Institute + BARTA lab collaboration · Aug 2025 – Nov 2025
A full-stack system that extracts and ranks trending Bengali words and phrases from news and social media using N-gram frequency, TF-IDF, and a multi-factor scoring algorithm. Built in collaboration with the International Mother Language Institute and BARTA lab.
- Python
- FastAPI
- SQLAlchemy
- Alembic
- NLP
- React
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
K22B: Web Dev Garage
Founder, site build, client delivery · May 2026 – Present
A fast-shipping web-dev garage out of Dhaka: briefs go in, live sites come out. Founded 2026, with real client work already shipped and running in production.
- Astro
- TypeScript
- Tailwind CSS
- GitHub Pages
fast-experiment: Kaggle Tabular Toolkit
Solo build · May 2026
A GPU-first Python package for fast Kaggle tabular experimentation. Every model emits the same OOFResult artifact, which makes stacking, hill climbing, and pseudo-labeling backend- and model-agnostic array math.
- Python
- RAPIDS (cuDF/cuML)
- XGBoost
- LightGBM
- CatBoost
- Optuna
Cassablanca: Online Marketplace
Solo build · Mar 2024 – 2025
A full-stack online marketplace built from the ground up with Django: user accounts, item listings with images and categories, keyword search with filtering, buyer–seller messaging, and a seller dashboard.
- Python
- Django
- Tailwind CSS
- SQLite
- Pillow
LeetCode Solutions
Personal · ongoing · 2023 – Present
An organized, annotated archive of competitive-programming problems solved in Python, mostly LeetCode plus contest and other problems, with notes on the Blind 75 in a companion spreadsheet.
- Python
- Algorithms
- Data Structures
RICO: Voice-Controlled Assistant
Solo build · Jul 2023 – Sep 2025
A voice-controlled desktop assistant (Rather Intelligent Conversational Operator) that opens apps, fetches news, weather, and trending movies, plays YouTube videos, sends WhatsApp messages and emails, and searches Google and Wikipedia, all by voice.
- Python
- Speech Recognition
- Text-to-Speech
- Web APIs
- Automation
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