The Digital Lab & Ecosystem

An archive of engineering experiments, models, performance tracks, and past configurations.

Open-Source Collaborations

Explore production setups, deep learning implementations, hackathon prototypes, and community-driven repositories across my global developer dashboard.

ContributionsGit EcosystemCommunity
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MedX-PneuNet: Explainable Diagnostics

A deep learning system utilizing MobileNetV2 and ResNet50 for Pneumonia binary classification on chest X-rays, featuring Grad-CAM heatmaps for real-time visual clinical interpretability.

PyTorchComputer VisionGrad-CAM
Explore Model

Generative AI & RAG Lab

A repository containing custom Retrieval-Augmented Generation (RAG) pipelines, semantic token chunking experiments, vector databases, and an ongoing AI Resume Analyzer using GenAI frameworks.

GenAILangChainVector DBATS
View Pipelines

Plantive & Agri-Tech Ecosystems

Team Lead: Automated plant care engine integrating Python/FastAPI backends with Google AI Studio smart APIs alongside a web network built to democratize farming data insights.

FastAPIPythonGoogle AI StudioIoT
Inspect Architecture

Kingfisher Android Browser

A standalone privacy-centric Android browser engineered from scratch in Kotlin using Android Studio. Built on top of Mozilla's GeckoView engine to enforce sandboxing and tracker blocking.

KotlinGeckoViewAndroid Studio
Decompile Source

Predictive Analytics & Sentiment Hub

Production pipelines featuring an IMDb Sentiment Classifier (85.4% accuracy via Naive Bayes) deployed on Render, and a multiple linear regression insurance indexing system (78% R² score).

Scikit-LearnStreamlitPandasRender
Analyze Metrics

BitGuard & Desktop System Utilities

Native cross-platform desktop applications engineered using JavaFX. Featuring BitGuard—an algorithmic tool verifying data payloads via custom CRC loops, and MediOxide prescription system.

JavaFXMySQLJDBCAlgorithms
Review Source

Portfolio Ecosystem v1.0.0

A look back at the original layout foundation, baseline structural scripts, and legacy interface choices that kicked off my personal web environment development.

Vanilla HTMLLegacy CSSStatic Layout
Visit v1 Layout

Portfolio Ecosystem v2.0.0

The secondary optimization release featuring early modular stylesheet structures, CSS variable declarations, responsive flex grids, and primitive theme switching experiments.

CSS VariablesModular SystemsFlexbox
Visit v2 Layout