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5 followers · 3 following

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Achievement: Pull Sharkx2Achievement: YOLOAchievement: Pair ExtraordinaireAchievement: Quickdraw

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imtiazhossain-eshan/README.md
typing banner Imtiaz Hossain — AI Engineer & Researcher

whoami

AI Engineer and researcher (CS @ BRAC University) working across computer vision, NLP, deep learning, and the production systems around them. I train and evaluate models end to end and report the honest ceiling, the failure modes matter as much as the headline number.

  • Researching biometric privacy under generative editing (working paper in preparation).
  • Shipping production platforms on a zero-cost cloud budget.
  • Everything, interactive AI playground and a RAG assistant included, lives at imtiazhossain.dev.
  • Open to research collaborations, AI/ML engineering roles, and graduate opportunities.

Featured work

Project What it is Links
Brain Tumor Segmentation
Dice Accuracy		 U-Net + DenseNet on the BRISC 2025 MRI dataset demo code
News Topic Classification
macro-F1		 27 experiments, TF-IDF through BERT demo code
AI-Text Detection
HC3		 28 stylometric features + Random Forest demo code
Working paper — biometric privacy
status		 Multi-face biometric unlinkability under generative editing overview
BRACU Vault Verified study archive on a $0/mo Cloudflare stack live
Polaris AI academic strategist — structured LLM output + RAG live code

Toolbox

AI / ML
PyTorch scikit-learn HF OpenCV NumPy Pandas

Languages
Python TypeScript C JavaScript SQL

Web & Cloud
Next.js React Node.js MongoDB Cloudflare Docker

GitHub stats   Top languages



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I build intelligent systems, and I show my work.

Popular repositories Loading

  1. Brain-Tumor-Segmentation-Classification Brain-Tumor-Segmentation-Classification Public

    Deep learning solution for brain tumor segmentation & classification using U-Net, Attention U-Net, and advanced CNNs on the BRISC 2025 dataset. PyTorch implementation.

    Python 3

  2. News-Headline-Topic-Classification News-Headline-Topic-Classification Public

    A 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 Notebook 3

  3. AI-Generated-Text-Detection AI-Generated-Text-Detection Public

    A comparative study of classical machine learning methods for detecting AI-generated text using handcrafted statistical and stylometric features.

    Python 3

  4. Polaris Polaris Public

    Polaris: An AI-driven academic strategist that generates personalized, reverse-engineered college admissions roadmaps for students.

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  5. BRAC-University BRAC-University Public

    All Course Materials and completed tasks

    Jupyter Notebook 1

  6. BRACU_Vault BRACU_Vault Public

    Academic resource platform for BRAC University CS students, built with Next.js, Cloudflare Workers, D1, R2, and Clerk.

    JavaScript 1