$ hello_world — I'm
I build full-stack products and end-to-end data pipelines — from React apps with AI features to ML models served over FastAPI.
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01 · about
I'm a computer science graduate from BRAC University based in Dhaka, working at the intersection of software engineering and data. I like shipping things end to end — the React frontend, the API behind it, and the data pipeline underneath.
On the software side, I've built and deployed three products running live in production — a finance app with an AI layer, an Islamic productivity platform, and a watchlist tracker — all on free-tier infrastructure that I architected to stay fast and reliable.
On the data side, my undergraduate thesis built a Bayesian adaptive rating system for e-commerce, and I'm currently completing the government-backed ITS 507 Data Science certificate at BRAC University — admitted through a competitive national exam — covering advanced ML, big data, and MLOps. My capstone took a Kaggle-scale NLP regression problem from raw data to a served FastAPI model.
0
products live in production
0
public repositories
0+
AI features shipped
0K
records in largest dataset
02 · featured work
Open-source personal finance app with expense tracking, lent/debt ledger, and investment portfolio — plus 10 AI-powered features running on Groq.
10
AI features
RLS
row-level security
End-to-end ML pipeline that predicts fair listing prices from title, description, category, and brand — NLP feature engineering, LightGBM, FastAPI serving.
0.465
RMSLE
25.5%
over baseline
$10.44
MAE
Full-stack Islamic productivity app — zikr, salat, fasting and Quran habit tracking with streaks, goals, and timezone-aware analytics.
4
ibadah trackers
0ms
config for timezones
← swipe →
03 · data & machine learning
End-to-end ML pipeline that predicts fair listing prices from title, description, category, and brand — NLP feature engineering, LightGBM, FastAPI serving.
0.465
RMSLE
25.5%
over baseline
$10.44
MAE
Undergraduate thesis: Bayesian-average product ratings with exponential time decay and AI sentiment extraction — shipped as a Chrome extension for real e-commerce pages.
1yr
research project
HCI
domain
04 · toolbox
Languages
Web & Backend
Data & ML
Data Engineering & Ops
05 · journey
2026 — present
BRAC University · Govt. of Bangladesh ICT Initiative · ADB co-funded
2021 — 2025
BRAC University, Dhaka
2019 — present
ARUN — non-profit community organisation
2018 — 2020
Notre Dame College, Mymensingh
07 · contact
I'm currently open to software engineering and data engineering roles — full-time, contract, or interesting collaborations. My inbox is always open.