Hello World, I'm

Md Tajul Islam

Computer Science & Engineering Student

Building robust, local-first AI tools, responsive web applications, and data-driven prototypes. Focused on practical machine learning and scalable web systems.

View Projects Contact Me
Dhaka, Bangladesh +880 1535 209226
MD TAJUL ISLAM

About Me

Ever since I started my journey as an undergraduate CSE student, I was always curious about how technology solves real-life problems. Living in a developing country like Bangladesh, I always wanted to build things that matter. Over time, I found my true passion in practical machine learning and web systems. I started building local-first AI tools, Flask applications, and data-driven prototypes. Through hands-on experience in model training, inspection workflows, and privacy-preserving RAG systems, I am constantly trying to push my limits. Every new project is a step forward in turning my ideas into reality.

Technical Skills

Programming

Python JavaScript HTML/CSS LaTeX

ML / AI

PyTorch YOLO / Object Detection anomalib timm EasyFSL FAISS sentence-transformers

Web / Data

Flask SQLAlchemy / SQLite Tailwind CSS Alpine.js PyMuPDF

Image Processing

OpenCV CLAHE Heatmap Visualization

Tools & Environments

Git / GitHub Kaggle Notebooks PyInstaller

Featured Projects

A selection of my robust academic technical projects demonstrating expertise in deep learning, computer vision, frameworks, and architecture.

Fabric Inspection Prototype

Team Leader & Technical Lead (CSE499) • 2026

  • Built an adaptive few-shot learning framework for fabric defect detection and inspection using Flask.
  • Integrated ResNet-50, EfficientNet, PatchCore, WinCLIP, and prototype-based defect refinement.

VisDrone Human & Car Detection

Sole Developer • 2026

  • Engineered a YOLO-based computer vision pipeline for real-time human and car detection from drone imagery.
  • Developed a local Flask web application for inference visualization, tracking, and evaluation benchmarking.

EduChat

Sole Developer (CSE299) • 2024

  • Built an offline RAG system for PDF-based educational QA.
  • Implemented ingestion, semantic chunking, vector storage, and chat memory.

Texas Hold'em Poker Simulator

Game Logic Developer (CSE440) • 2025

  • Implemented core game logic, hand evaluation, and pot management.
  • Integrated AI decision engine using expectiminimax with Monte Carlo sampling.

Education

2020 — CURRENT

B.Sc. in Computer Science and Engineering

North South University

Relevant focus: algorithms, deep learning, and systems design.

2017 — 2019

Higher Secondary Certificate (Science)

Bangladesh Navy College

Experience

JUL 2023 — OCT 2023

Customer Support Specialist

Woofers, Remote/Online

  • Responded to customer inquiries via Facebook Messenger and resolved order issues.
  • Processed order requests and coordinated with operations for fulfillment.
  • Maintained clear written and spoken communication in customer interactions.