Projects

Research projects, applied machine learning systems, and software built along the way. Each links to its code, dataset, or paper where one exists.

Showing 15 of 15 projects

Ongoing

Alzheimer Disease MRI Classification

Toward lightweight attention based models for Alzheimer disease diagnosis using MRI.

MRIPyTorchClassification

Code

Ongoing

FER for Autistic Children

Deep learning based early emotion recognition in children with autism: dataset insights, model enhancements, and design strategies.

Facial ExpressionPyTorchAutism

Code

Ongoing

Dementia Diagnosis in Young Adults

Early dementia diagnosis in young adults using machine learning, ensemble methods, and clinical modeling.

Machine LearningDementia

Code

$Math2LaTeX: Equation OCR to LaTeX with Qwen2 VL preview$ Completed

Math2LaTeX: Equation OCR to LaTeX with Qwen2 VL

A vision language app that fine tunes Qwen2 VL with LoRA to convert equation images into LaTeX, with accuracy evaluation and a Gradio demo.

PyTorchLoRAUnslothGradioQwen2-VL

Code

Completed

NaturalQuery: AI Powered SQL Generator

Transforms natural language into optimized SQL queries with AI driven intelligence.

GPTFastAPIMySQLStreamlit

Code

Completed

PDF2Table

AI powered data extraction from research papers.

GPTRAGChromaDBStreamlit

Code

Completed

Bangla Currency Evaluation

Quantitative currency evaluation in low resource settings through pattern analysis to assist visually impaired users.

PythonPyTorchClassification

Paper Code Data

Completed

Student Stress Monitoring

Protecting student mental health with a context aware machine learning framework for stress monitoring.

PythonMachine LearningClassification

Paper Code Data

Completed

PhishGuard

A multi layered ensemble model for optimal phishing website detection.

PythonMachine LearningCybersecurity

Paper Code Data

Completed

NetSimulate

A CCNA Packet Tracer simulation covering network integration and configuration.

SimulationCisco Packet Tracer

Code

Completed

FaceMap

Gender classification application using machine learning.

PythonMachine LearningHeroku

Code

Completed

Walmart WebScraper App

Tracks Walmart product stock levels and prices.

MongoDBNodeJSExpressJS

Code

Completed

Paperback Portal

E-commerce bookstore web application.

JavaJSP

Code

Completed

LearningTurtles

School management system built with NodeJS, MongoDB, and ExpressJS.

MongoDBNodeJSExpressJS

Code

Completed

GhostType

Cross platform keylogger with stealth capabilities.

PythonCybersecurityEncryption

Code