۞قُلۡ يَٰعِبَادِيَ ٱلَّذِينَ أَسۡرَفُواْ عَلَىٰٓ أَنفُسِهِمۡ لَا تَقۡنَطُواْ مِن رَّحۡمَةِ ٱللَّهِۚ إِنَّ ٱللَّهَ يَغۡفِرُ ٱلذُّنُوبَ جَمِيعًاۚ إِنَّهُۥ هُوَ ٱلۡغَفُورُ ٱلرَّحِيمُ— Al-Quran 39:53
AI Engineer — LLMs, RAG & Intelligent Agents
I build AI systems that understand people — in their own language — and ship them as products they can actually use.
About
I'm a Computer Science & Engineering undergraduate at in Bangladesh, currently on a semester exchange at in Malaysia.
My work sits at the intersection of large language models and real products. I built and deployed a voice-enabled, bilingual RAG assistant for the Daffodil AI Club — one that understood questions in both Bangla and English.
I care about AI that works for people who are usually left out of it: speakers of low-resource languages, students, and small communities. My long-term ambition is to understand LLMs deeply enough to build one from scratch.
Beyond code, I'm pursuing the Duke of Edinburgh's International Award, which pushes me to grow through service, fitness and new skills. I also read, play chess and football, and write poetry.
Bangladesh · Home
Malaysia · Now
— exchange
Europe · Next
Master's in Artificial Intelligence
Journey
Two universities in two countries, the teams I've worked with, and the moments I've been proud to stand up and present.
Daffodil International University · Dhaka, Bangladesh
3.68
/ 4.00 CGPA
INTI International University · Nilai, Malaysia
Noapara Govt. College · Jashore, Bangladesh
4.58 / 5.00 GPA
Daffodil International University
CloudCamp Bangladesh · hosted at BRAC University
INTI International University
IEEE International Congress on AI & Digital Health Innovation
Skills
The tools I reach for — from training and retrieval to shipping the result into people's hands.
Where I spend most of my time.
Frameworks and model tooling.
Daily drivers.
From raw data to insight.
Bringing AI into people's pockets.
Shipping it for real.
An internationally recognised award built on personal commitment across four sections. I completed the Bronze level in 2026 — the certificate is on its way.
See the details in my journey →Projects
Each one started with a real problem. Open a project to see how I approached it and what came out of it.
Research interests
I'm a builder first. Most of what I know about AI comes from shipping it — a bilingual RAG assistant, a browser-based stroke screening tool and an AI-powered mobile app.
Building them showed me where things break: models that struggle with real-world data, answers that need grounding, and AI features that feel bolted on instead of designed into the product.
That's where I want my research to grow — close to what I build. I'm starting with machine learning and large language models, and how to bring them into apps people use every day.
Building, evaluating and improving models on real-world data.
How large language models work, and making them reliable with retrieval and fine-tuning.
Bringing ML and LLM features into mobile and web apps, designed in from the start.
No publications yet — papers will be listed here as they're published.
Canvas
Life outside the terminal — the places, people and moments that shape me.
Reading
Always halfway through a book
Chess
Thinking a few moves ahead
Traveling
Exploring the world
Poetry
Reading in the quiet hours
Contact
Open to research collaborations, internships and graduate opportunities in AI. The fastest way to reach me is email.