D—

Research

DIA-VXNET — Diabetic Eye Disease Detection

Deep-learning framework with a custom preprocessing pipeline and feature fusion network reaching 99.76% accuracy on diabetic eye disease classification. Published in a Q1 journal.

TensorFlowKerasVGG16XceptionNet

Code Demo

C—

Research

CSP-TransUNet — Fuzzy Cluster-Guided Transformer

Hybrid CNN–Transformer for medical image segmentation extending TransUNet with dual-bias self-attention driven by fuzzy-cluster similarity and Gaussian spatial priors, plus an FCM-guided skip-gating mechanism that modulates CNN skip features to emphasize anatomically relevant regions.

PyTorchTransUNetFuzzy C-MeansSelf-Attention

Code

T—

Research

TrRes — Transformer + ResNet Weld Defect Classifier

Transformer–ResNet50 fusion architecture for classifying cracks, lack of penetration, porosity, and defect-free weld radiographs. Guided filtering and CLAHE preprocessing pushed test accuracy to 98.93% on the RIAWELC dataset.

Deep LearningTransformerResNet50CLAHE

Code

AC

Research

AI-Driven Concrete Strength Prediction

Stacking ensemble of gradient-boosting models with regularized meta-learners for predicting high-performance concrete compressive strength — reaching R² = 92.13% and RMSE = 4.50 MPa.

CatBoostLightGBMXGBoostNGBoostANN

Code

FC

Research

Fuzzy C-Means + Graph Cut Segmentation

Binary image segmentation framework combining Fuzzy C-Means clustering with Graph Cut optimization. Implemented Max-Flow/Min-Cut from scratch using Edmonds–Karp with residual-graph min-cut extraction, fusing data-driven clustering with spatial regularization.

PythonScikit-FuzzyGraph CutMax-Flow/Min-Cut

Code

CM

Web

Cascade Manager — ERP Solution

Multi-company ERP platform enabling fast task delegation, real-time progress tracking, and dynamic dashboards. Built during my time at LynOrg Technologies.

Spring BootReact.jsNode.jsMongoDB

Code

VS

Systems

Voting System — Design Patterns

Role-based voting platform applying Factory, Decorator, Builder, Facade, Observer, and Strategy patterns for modular, extensible, maintainable code.

Spring BootThymeleafJUnitSonarQube

Code

BT

Web

Bus Ticket Purchasing System

End-to-end ticketing with single & whole-bus booking, returns, payments, food service, and role-based auth — plus an admin dashboard for monitoring and management.

ASP.NET CoreMySQL

Code

FH

Mobile

Food Hive — Home-Made Food Marketplace

Android marketplace connecting customers with home-made food providers, with Firebase-backed data, an admin dashboard, and location-based service controls.

AndroidJavaFirebaseMVVM

Code