Software Developerย โขย CSE Studentย โขย 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 |
๐ View on Hugging Face Spaces ย |ย ๐ 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 ModelโViewโController layers, secure session handling
๐ GitHub Repository
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.
๐ GitHub Repository
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.
๐ GitHub Repository
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.
๐ GitHub Repository
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.
๐ GitHub Repository
๐ค 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 |
๐ 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 |
โ Spring Boot & Backend Engineering
| Project | Description | Stack |
|---|---|---|
| Spring Boot Bootcamp | REST, JPA, Security, AOP, MVC practice | Spring Boot 3, Hibernate, MySQL |
๐ฅ๏ธ 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 |
โ๏ธ 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 |
๐ฎ 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 โโโโโโโโโโโโโโโโโโโโ 80%
AI & NLP Systems โโโโโโโโโโโโโโโโโโโโ 75%
Full-Stack Web Dev โโโโโโโโโโโโโโโโโโโโ 70%
Data Science & ML โโโโโโโโโโโโโโโโโโโโ 65%
Computer Vision โโโโโโโโโโโโโโโโโโโโ 60%
- ๐ญ Currently working on: AI-powered tools and full-stack web systems
- ๐ฑ Learning: Advanced NLP, system design, and cloud deployment
- ๐ค Open to: Backend roles, AI/ML projects, research collaborations, and open-source contributions
- ๐ Student at: AIUB (American International UniversityโBangladesh), CSE
"I enjoy turning ideas into reliable software, practical AI tools, and learning-focused projects -
one meaningful commit at a time."



