Imtiaz Hossain / Dhaka, Bangladesh/ open to research & roles
01 / selected work
Systems that shipped
02 / the playground
Don't take my word for it. Inspect the models.
Four experiments, real trained models, real evaluation artifacts. Every number on these pages comes from a result file, not a pitch deck.
03 / research
Multi-Portrait Biometric Unlinkability under Generative Editing
A privacy framework for biometric unlinkability in group photos under generative editing: the aim is to keep an edited portrait from being automatically re-linked to the real person it depicts, while the protected image stays visually faithful to the original. Full methods, quantitative results, and the write-up are withheld while the pap…
04 / open source
Built in the open
contributions over the last year
A comparative study of classical machine learning methods for detecting AI-generated text using handcrafted statistical and stylometric features.
PythonPolaris: An AI-driven academic strategist that generates personalized, reverse-engineered college admissions roadmaps for students.
TypeScriptA comparative study of multi-class news classification using 27 configurations of Preprocessing, Word Representations (TF-IDF, Skip-gram), and Models (LogReg, RNN, GRU, LSTM, and BERT).
Jupyter NotebookDeep learning solution for brain tumor segmentation & classification using U-Net, Attention U-Net, and advanced CNNs on the BRISC 2025 dataset. PyTorch implementation.
PythonAcademic resource platform for BRAC University CS students, built with Next.js, Cloudflare Workers, D1, R2, and Clerk.
JavaScriptAll Course Materials and completed tasks
Jupyter Notebook04 / next experiment