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
Obscrowd: Multi-Portrait Biometric Unlinkability under Generative Editing
Generative image editors can modify a portrait (changing pose, expression, background, or style) while leaving enough biometric detail in the edited output that face-recognition systems can still match it back to the original subject, creating a privacy risk that is distinct from image forgery. Existing protective methods typically focus…
04 / open source
Built in the open
contributions over the last year
Deep learning solution for brain tumor segmentation & classification using U-Net, Attention U-Net, and advanced CNNs on the BRISC 2025 dataset. PyTorch implementation.
PythonPolaris: An AI-driven academic strategist that generates personalized, reverse-engineered college admissions roadmaps for students.
TypeScriptA comparative study of classical machine learning methods for detecting AI-generated text using handcrafted statistical and stylometric features.
PythonA 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 NotebookAll Course Materials and completed tasks
Jupyter Notebook04 / next experiment