Hi, my name is
Nourash Azmine
Chowdhury
And I'm a

About Me

Nourash Azmine
[ORIGIN_DATA] :: EDUCATION
> retrieving academic_records...
I am a graduate of North South University, holding a B.Sc. in Computer Science & Engineering (BSCSE). My academic foundation is built on rigorous analysis and computational logic.
[CURRENT_PROTOCOL] :: WORK
> status check: ACTIVE
Currently operating as a Research Assistant (RA) focusing on AI-driven drug discovery. Previously served as an Undergraduate Teaching Assistant (TA), mentoring students in technical concepts.
[SYSTEM_UPDATE] :: FOCUS
> installing new_stacks...
While my background includes full-stack App & Web Development, my primary processing power is now dedicated to Machine Learning, Deep Learning, and Computer Vision architectures.

My Skills

Overview

I specialize in Machine Learning, Deep Learning, Computer Vision, and Web Development with strong experience in data-driven research workflows.

My work includes medical imaging projects like cataract detection and polyp analysis, as well as complex video analytics systems.


I currently work as a Research Assistant (RA) focusing on AI for drug discovery. Previously, I served as an Undergraduate Teaching Assistant (TA) at North South University.

Beyond research, I have developed multiple web projects and web apps using Flask, deployed ML models via TensorFlow Lite, and managed databases with MySQL. I am also proficient in leveraging cloud platforms for scalable model deployment and thrive in cross-functional teams, bridging the gap between theoretical AI research and practical, user-centric software solutions.

Technical Arsenal

Programming

Python Java C++ C R SQL MATLAB

AI Frameworks

TensorFlow PyTorch Keras OpenCV NLTK Pandas

Web & Data

HTML/CSS JavaScript PHP Django React Flask MySQL

Research Areas

Computer Vision NLP Medical Imaging Deep Learning Video Analytics Drug Discovery

Research & Publications

Published

VisionEdge: Cataract Detection via Smartphone

Nourash Azmine Chowdhury, Abdul Ahad, Ajmain Mahtab Alam, Abrar Fahim

2024 27th International Conference on Computer and Information Technology (ICCIT)

DOI: 10.1109/ICCIT64557.2024.10542385

Preprint 2025

Video-Based MPAA Rating Prediction: An Attention-Driven Hybrid Architecture

Dipta Neogi, Nourash Azmine Chowdhury, Muhammad Rafsan Kabir, Mohammad Ashrafuzzaman Khan

arXiv Preprint

DOI: 10.48550/arXiv.2509.06826

Ongoing

Polyp Size Estimation and Classification

Developing deep learning methods for automated polyp size estimation and classification from endoscopic videos. Experimentation completed; manuscript in preparation.

Ongoing

Deep Learning Pipeline for Inhaled Corticosteroids

Designing a deep learning framework to generate potential inhaled corticosteroid structures for drug discovery in collaboration with the Department of Pharmacy.

My Projects

Bangla Sign Language

Real-time Bangla sign language translation using a CNN-LSTM deep learning model.

PythonTensorFlowOpenCV
Cataract Detection App

Android app for detecting cataracts via medical image analysis with real-time capture.

JavaTF LiteAndroid Studio
Video Age Rating

Web app predicting audience age groups for videos using a custom CNN-LSTM architecture.

FlaskTensorFlowJS
Sentiment Analysis

Analyzed social media posts to extract sentiment trends and visualize public opinion.

PythonNLTKPandas
Movie Recommender

Recommendation engine using collaborative filtering to suggest movies based on history.

Scikit-learnSurpriseFlask
Medicine E-commerce

PHP platform for buying prescription medicines with secure payment integration.

PHPMySQLHTML/CSS
AI Art Generator

React frontend that generates artistic images from text prompts using Stable Diffusion API.

ReactRest APITailwind
TaskMaster Pro

A productivity dashboard with Kanban boards and real-time team collaboration features.

ReactFirebaseRedux
CropGuard AI

Mobile app detecting crop diseases from leaf images using MobileNetV2 on-device.

KotlinTF LiteCameraX
BudgetBuddy

Offline-first personal finance tracker with expense visualization and monthly reports.

JavaRoom DBXML
Veritas NLP API

Backend API that detects fake news articles using a fine-tuned BERT model.

DjangoPyTorchHuggingFace
E-Shop Backend

Scalable RESTful API for a multi-vendor e-commerce platform with JWT auth.

Django RestPostgreSQLDocker
PhishBlock

Browser extension that flags potential phishing URLs in real-time using ML.

JavaScriptTF.jsChrome API
BriefIt Summarizer

Instantly summarizes long web articles using an extractive summarization model.

JavaScriptNLP APIHTML
HexHunter

Developer tool to pick colors from any website and generate palette codes instantly.

JavaScriptCSSCanvas API

Start a Conversation

Base Station

Bashundhara R/A, Dhaka

Quick Call

+880 1521 536 463

Drop a Mail

nourashazmine@gmail.com nourash.chowdhury@northsouth.edu
Nourash AI v2.0
● Online

Hello! I am Nourash's automated portfolio assistant.

I can analyze his skills, projects, and availability. What would you like to know?