Software Developer • CSE Student • AI & Data Science Enthusiast
I build AI-powered systems, scalable backend applications, and clean full-stack solutions
that solve real problems from agricultural chatbots to enterprise billing software.
Projects that best represent my depth, range, and engineering mindset.
Full-stack AI chatbot for crop recommendation, disease detection, fertilizer guidance, and weather-aware advisory.
Built end-to-end with a multi-model AI pipeline and deployed on Hugging Face Spaces.
| Component | Technology |
|---|---|
| Crop Recommendation | XGBoost (multi-soil aggregation, high accuracy) |
| Fertilizer Classification | XGBoost (fixed label alignment) |
| Disease Detection | EfficientNetB0 + YOLOv8n (image pipeline) |
| Intent Recognition | BERT (fine-tuned transformer) |
| Weather Integration | OpenWeatherMap API (real-time) |
| Reasoning Engine | Rule-based logic layer |
🔗 View on Hugging Face Spaces | 📁 GitHub Repository
A full-stack web application built with PHP MVC architecture, MySQL, and AJAX-driven navigation.
- My Role: Authentication system, profile management, home page, AJAX category navigation (Task 1)
- Stack: PHP (MVC), MySQL, Vanilla JavaScript, AJAX, HTML/CSS
- Pattern: Clean separation of Model–View–Controller layers, secure session handling
Multimodal AI system that evaluates presentation delivery using audio, visual, and linguistic cues.
A research-grade AI assessment platform combining multiple modalities to give structured feedback on presentation skills.
Benchmarked multiple pretrained Keras models (VGG16, ResNet, EfficientNet) on medical image segmentation using transfer learning.
Structured as a rigorous comparative study with training curves, metrics, and reproducible pipelines.
Enterprise-style billing management system with customer and admin panels, payment tracking, and report generation.
Built with Java Swing, demonstrating clean separation of concerns and real-world desktop UX.
Comprehensive Spring Boot 3 & Spring 6 hands-on learning repository covering REST APIs, JPA, Hibernate, Security, AOP, Thymeleaf, and MVC.
The most structured backend engineering work in this profile - layered, scalable, and industry-aligned.
🤖 AI, NLP & Machine Learning
| Project | Description | Stack |
|---|---|---|
| AgriBot v4 | Multi-model AI chatbot for agriculture | XGBoost, BERT, EfficientNetB0, YOLOv8n, Python |
| Presento | Multimodal presentation assessment | Deep Learning, NLP, Python |
| Trigram Language Model | N-gram text generation without libraries | Python, NLP |
| Cat vs Dog CNN | Binary image classification | TensorFlow, Keras, CNN |
| Brain Tumor MRI Segmentation | Comparative Keras model study | Transfer Learning, TensorFlow |
| Learning R for Data Science | Data analysis practice in R | R, ggplot2, tidyverse |
🌐 Web Development & Full-Stack
| Project | Description | Stack |
|---|---|---|
| Web Tech Group Project | PHP MVC e-commerce system | PHP, MySQL, AJAX, JS |
| Portfolio Website | Personal portfolio | HTML, CSS, JavaScript, PHP |
| Tic-Tac-Toe Game | Browser-based game | JavaScript, HTML, CSS |
☕ Spring Boot & Backend Engineering
| Project | Description | Stack |
|---|---|---|
| Spring Boot Bootcamp | REST, JPA, Security, AOP, MVC practice | Spring Boot 3, Hibernate, MySQL |
🖥️ Desktop Applications
| Project | Description | Stack |
|---|---|---|
| Electricity Billing System | Billing & admin management | Java Swing, MySQL |
| Boi Jatra | Bookstore cart & checkout | Java Swing |
| Stopwatch Timer | Stopwatch with history & themes | Java Swing |
| Amusement Park Project | Themed management application | C# WinForms |
⚙️ Systems, Logic & Networking
| Project | Description | Stack |
|---|---|---|
| Network Topology Simulation | Network design & simulation | Cisco Packet Tracer |
| Beginner Network Simulation | Beginner-level topology practice | Cisco Packet Tracer |
| C Expression Validator | Arithmetic expression checker | C++ |
| Matrix Operations | Matrix search & file handling | C++ |
| Linear Search Data Processor | Search & data processing | C++ |
| Electrical Circuit Diagrams | Technical circuit documentation | AutoCAD |
🎮 Python Games & Fun Projects
| Project | Description | Stack |
|---|---|---|
| Treasure Island Adventure Game | Text-based branching adventure | Python |
| Love Calculator | String-based compatibility game | Python |
| Python Pizza Deliveries | Custom ordering system | Python |
Backend-first thinking ████████████████░░░░ 80%
AI & NLP Systems ███████████████░░░░░ 75%
Full-Stack Web Dev ██████████████░░░░░░ 70%
Data Science & ML █████████████░░░░░░░ 65%
Computer Vision ████████████░░░░░░░░ 60%
- 🔭 Currently working on: AI-powered tools and full-stack web systems
- 🌱 Learning: Advanced NLP, system design, and cloud deployment
- 🤝 Open to: Backend roles, AI/ML projects, research collaborations, and open-source contributions
- 🎓 Student at: AIUB (American International University–Bangladesh), CSE
"I enjoy turning ideas into reliable software, practical AI tools, and learning-focused projects -
one meaningful commit at a time."