Things I have built

DeshiA: Open-Source Image Annotation Workstation

A fully local, structured annotation workstation for computer vision dataset creation

DeshiA is an open-source image annotation workstation designed for structured computer vision dataset creation. Inspired in part by CVAT, it provides a professional annotation workflow through both a web interface and a Tauri desktop application, with local filesystem storage and SQLite-based persistence.

MedLoop AI: A Local Human-in-the-Loop Explainable Medical Imaging System

Interactive medical image annotation, explainable AI, and continuous model refinement through validated human feedback.

MedLoop AI is a fully local Human-in-the-Loop medical imaging research system that explores how validated human feedback can be incorporated into successive AI model versions. It combines medical image classification, explainable AI, interactive annotation, human validation, iterative retraining, and model versioning within a single workflow.

Cardio Vision AI

Multimodal Cardiovascular AI for Echocardiography, CCTA, and ECG

A research prototype integrating trained AI models for echocardiography, CCTA, and 12 lead ECG analysis with explainability, evidence aggregation, and MedGemma assisted reporting.

Tello AI Smart Learning Toy

tello-ai-smart-learning-toy

An undergraduate IoT project that integrates ESP32-CAM based object detection, Edge Impulse machine learning, OLED visual feedback, and text-to-speech audio interaction into a portable interactive learning device.

NeuroVision AI

Explainable Brain MRI Classification

End-to-end deep learning system for three-class brain tumor classification using an ImageNet-pretrained EfficientNet-B0 model.

RetinaVision AI

Explainable Retinal Image Analysis

End-to-end deep learning system for multi-label retinal disease classification, retinal vessel segmentation, and Grad-CAM explainability.

CVAT Data Annotation & Computer Vision Portfolio

Practical CVAT annotation work across bounding boxes, polygons, segmentation, keypoints, and object tracking.

Machine Learning Approaches for Early Detection of Parkinson's Disease

Machine learning models for early Parkinson's disease detection from voice features.

RecycleAPP

Android Application

Flutter-based Android application for recycling awareness and management with Firebase integration.

Deshi Gadgets

E-Commerce Website

Full-stack e-commerce website built on Java Servlets, JSP and Bootstrap with MySQL integration.