I am an aspiring AI & Data Science professional dedicated to bridging the gap between algorithms and practical utility. My focus lies in integrating Machine Learning models that solve tangible environmental and logistical challenges. By combining engineering rigor with data-driven insights, I build systems that don't just work, but matter.
Carbon footprint reduction through optimized routing.
Increase in operational efficiency for logistics.
Model accuracy achieved in stock forecasting.
I approach challenges by decomposing complex problems into manageable micro-services, ensuring each component is optimized for performance.
I believe in the power of clean data. My workflow involves rigorous feature engineering and validation to ensure model integrity.
Developed a carbon-aware navigation engine that prioritizes low-emission paths over traditional shortest-distance routes. Integrated real-time traffic data with vehicle specific emission factors.
Stack: HTML, JavaScript, Leaflet, MongoDB.
Built a predictive stock management system that uses historical sales patterns to automate reordering. Reduced overstock by 20% while maintaining 99% item availability.
Stack: Java, MySQL, JDBC.
Engineered a forecasting model to predict stock market volatility. Utilized sentiment analysis from news feeds combined with quantitative financial indicators.
Stack: TensorFlow, numpy, Python.
Modern navigation systems like Google Maps primarily optimize routes based on time and distance, but they completely ignore environmental impact.
GreenRoute AI is a smart eco-routing system that recommends routes based on: 🚗 Traffic conditions 🌱 CO₂ emissions 📍 Distance & travel time
the emission calculation:CO2=Distance×EmissionFactor×TrafficMultiplier
Frontend :HTML, CSS, JavaScript,Leaflet.js (map rendering),Database : MongoDB
I am passionate about leveraging technology to create positive social impact.
I am currently open to collaborate on AI for social good initiatives.
Email: brindhasenthilkumar2006@gmail.com
GitHub: github.com/brindha-sr
LinkedIn: linkedin.com/in/brindha-s-8bb9b52ba