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Real-Time Student Team Discovery Platform

Architected a 6-service microservices backend on Kubernetes with real-time bi-directional chat via Redis Pub/Sub and WebSockets – engineered for stability under 500+ concurrent connections.

FastAPI · Kubernetes · Redis · PostgreSQL · WebSockets

☁️ Nimbus – K8s Self-Service Deployment Engine

Self-service PaaS letting developers ship apps without raw K8s YAML. Custom Kopf Operator in Python managing 3 CRDs, with Kaniko for rootless in-cluster image builds.

Python · Kubernetes · Docker · Kaniko

🔒 Secure Share – Encrypted File Sharing

Async, low-latency binary file distribution with a Rust backend and TypeScript client. Chunked transfer encoding and strict payload verification.

Rust · TypeScript · Security

🏥 Hospital Management System – Healthcare Portal

BCNF-normalized 8-table MySQL schema with 7 stored procedures, 3 functions, 6 triggers guaranteeing atomic appointment scheduling. Flask + SQLAlchemy service layer.

Flask · MySQL · SQLAlchemy

✈️ Rolls-Royce Turbofan RUL Prediction – Predictive Maintenance

Predicts Remaining Useful Life of turbofan engines on NASA's C-MAPSS dataset using a Bidirectional LSTM with self-attention and Monte Carlo Dropout for uncertainty-aware predictions, deployed as an interactive Gradio dashboard.

Python · TensorFlow · LSTM · Feature Engineering & Selection · Model Evaluation · Gradio

📦 Supply Chain Risk Intelligence – ML Classification

Multi-class model predicting e-commerce delivery outcomes (late, on-time, advance, canceled) using SMOTE-balanced data and comparing XGBoost, Random Forest, KNN, and Logistic Regression with SHAP explainability, deployed via Gradio.

Python · XGBoost · Pandas · NumPy · Scikit-Learn · Matplotlib

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