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DATA SCIENCE & ANALYTICS 2024

Solar Energy Analytics

A machine learning analytics application designed to predict and analyze solar energy generation trends using weather forecast variables.

Flask Scikit-learn MySQL Docker
THE PROBLEM

Weather fluctuations make solar energy generation unpredictable, leading to inefficiencies in grid management and distribution.

THE SOLUTION

Built a predictive analytics dashboard utilizing Scikit-learn random forest models, predicting solar outputs based on weather parameters.

TECHNICAL IMPLEMENTATION

Features interactive Flask API routes, MySQL databases for log storage, and containerized Docker environments for easy deployment.

Explore technical architecture on GitHub
ESPORTS & AI PLATFORM 2024

E-Game Scout

A comprehensive esports platform utilizing AI scorecards and dashboard analytics to help teams manage players and scout incoming talent.

Django AWS EC2 AI Analytics Tailwind
THE PROBLEM

Scouting esports talent is highly fragmented, relies on unverified self-reporting, and lacks central statistical data pipelines.

THE SOLUTION

Developed E-Game Scout with role-based dashboards, automated contract generation, Gemini scorecard analysis, and player telemetry trackers.

TECHNICAL IMPLEMENTATION

Deployed on AWS EC2, connected to AWS RDS, using Django pipelines and integrated Groq/Gemini API endpoints.

Explore technical architecture on GitHub
PRODUCTIVITY UTILITY 2024
ClipChain!

A modern, secure workspace sharing tool designed for real-time clipboard syncing and cloud-hosted data sharing across platforms.

Firebase React Tailwind CSS3
THE PROBLEM

Moving links and text snippets between mobile devices and desktop computers is cumbersome, requiring emails or messaging apps.

THE SOLUTION

Engineered ClipChain, a real-time web clipboard that connects workspaces instantly for text syncing with instant click-to-copy.

TECHNICAL IMPLEMENTATION

Built using React hooks, styled with Tailwind CSS, and synced instantaneously via Firebase Realtime Database.

Explore technical architecture on GitHub
DESKTOP MANAGEMENT SYSTEM 2024

Parking Management System (Offline)

An offline VB.NET Windows Forms desktop application designed for secure admin login, dashboard overview of parking capacity, and vehicle entry/exit tracking.

VB.NET WinForms Offline App SQL Database
THE PROBLEM

Managing parking capacity, vehicle entry/exit tickets, and secure authentication in areas with unstable or non-existent internet connections.

THE SOLUTION

Developed PMSF, a complete offline VB.NET app with floor management, slot allocation, token generation, checkout receipts, and password resets.

TECHNICAL IMPLEMENTATION

Built with VB.NET and Windows Forms, utilizing local SQL database systems, custom printing interfaces for tokens/receipts, and secure SHA encryption for offline credentials.

Explore technical architecture on GitHub