Gulam Sakaria
CSE undergraduate at Daffodil International University, working across an ML engineering role, a research assistantship, and StratifyX Global — a company I founded. I build systems at the intersection of AI and the Bangla language.
Balancing a classroom and a company at the same time
I'm an undergraduate Computer Science & Engineering student at Daffodil International University in Dhaka, on track to finish my BSc by 30 June 2028. Alongside my degree, I work as an ML Engineer at TV19 Online in London, and as a Research Assistant to Professor D. Shah J. Miah at Newcastle University.
I'm also the Founder and Executive Chairman of StratifyX Global, a tech news, research and blog platform I built myself and now run with a small team of contributors.
The common thread across all of it is language: I'm most interested in how AI systems understand Bangla and Banglish text, and what that means for a country where most public conversation happens in exactly that mix.
What I'm building
CommentLens
An AI engine that turns a Bangla/Banglish comment section into a civic-intelligence report — opinion breakdown, a comment health score, and claim clusters checked against a daily news archive.
StratifyX Global
A tech news, research and blog platform covering AI, cybersecurity and digital society. Built full-stack myself; now supports a 26-person contributor team.
Sorok — Road Accident Dataset
A structured, nightly-updated dataset of road accidents across Bangladesh, extracted from national and local Bangla newspapers and run automatically on Hugging Face Jobs.
ReliefX
A smart flood-relief coordination system built for a database systems course. Stored procedures and triggers block a family from receiving the same relief category twice within seven days; identity is protected with salted hashing.
Bangla Headline Factuality
A comparative study of fine-tuned transformers and LLMs for Bangla news headline generation, with a hallucination-detection layer combining NLI checks, entity overlap, and QA-based consistency scoring.
Curve Fitting Visualizer
An interactive app for visualizing curve-fitting techniques, built and presented with a course team for a Numerical Methods presentation.
Photos
Moments from StratifyX Global and beyond — more on the way.
Where I've been working
Machine Learning Engineer
OngoingApplied ML work for a London-based media company.
Research Assistant
OngoingResearch work on applied AI and digital systems.
Founder & Executive Chairman
OngoingBuilt the platform full-stack myself; now leads a small contributor team across content and technical work.
CSE Undergraduate
Expected 2028Coursework and lab work, including ReliefX (a flood-relief coordination system) and a curve-fitting visualizer.
Campus Ambassador
OngoingRepresenting GoEdu on campus.
Outside the codebase
Community and campus roles alongside the technical work.
Elected to the district executive committee in 2026, serving from 1 September 2026.
Representing GoEdu at Daffodil International University.
Part of the university's student AI community.
Tools I actually use
💻 Programming Languages
🧠 AI/ML Frameworks
📊 Data & Visualization
🛠️ Tools & Platforms
Certificates
Courses and certifications I've completed.
Articles from StratifyX Global
Pieces I've written on AI, cybersecurity and digital society will show up here as they're added.
Open to AI, research, and project collaborations
"Building AI that speaks Bangla, one dataset at a time."