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Showing 6 of 12 projects

AI Crime Prediction System
AI & ML

AI Crime Prediction System

Predicts crime hotspots in urban areas using 5 years of geospatial historical data and machine learning models deployed as a production Flask API.

87% accuracy on unseen test data across 12 city zones.
PythonTensorFlowscikit-learnFlaskReact
Real-Time Stock Predictor
Data Science

Real-Time Stock Predictor

LSTM neural network that forecasts next-day NSE stock closing prices with a live React dashboard showing signal confidence and historical accuracy.

78% directional accuracy on 3-year backtested NSE data.
PythonLSTMPlotlyReactFastAPI
E-Commerce Analytics Dashboard
Web Development

E-Commerce Analytics Dashboard

Full-stack sales intelligence platform integrating Shopify & WooCommerce APIs with cohort analysis, funnel visualisation, and AI reorder recommendations.

Reduced manual reporting time by 6 hours/week for pilot client.
ReactNode.jsMongoDBChart.jsAWS S3
Smart Home Automation System
Electronics / IoT

Smart Home Automation System

Controls 12+ appliances via MQTT protocol with voice commands through Google Assistant, energy consumption monitoring, and a cross-platform mobile app.

Reduced energy consumption by 23% in a 3-month home trial.
ArduinoMQTTReact NativeFirebasePython
Secure Chat Application
Cyber Security

Secure Chat Application

End-to-end AES-256 encrypted messaging app with zero-knowledge architecture, real-time ML-based intrusion detection, and full audit logging.

Zero data leaks in penetration testing by a 3-person red team.
Node.jsAES-256WebSocketsReactDocker
Cloud Cost Optimizer
Cloud & DevOps

Cloud Cost Optimizer

AWS cost analytics platform scanning 14 services across multi-region deployments, identifying idle resources, and auto-generating rightsizing recommendations.

Identified $40K/yr in savings for a 3-account pilot deployment.
AWSPythonTerraformReactCloudWatch

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