• Data Mining

• Machine Learing for Big Data
• Algorithmic Robots
• Computational Intelligence
• Computer Networks

Drove significant performance improvements and streamlined development processes to enhance Garuda Labs' social impact platform.

• Integrated GraphQL APIs, improving frontend performance by 15%.
• Reduced developer troubleshooting time by 25% by implementing custom CLI tools for efficient database interaction.
• Optimized backend integration by collaborating with frontend teams to deliver dynamic GraphQL queries and backend support, enabling seamless feature development and faster deployment cycles.
• Delivered a more stable and consistent user experience by resolving critical React bugs.

A research-grade audio recording tool deployed at the Annual Eclipse Festival to aid data collection for HAM radio enthusiasts.

• Developed a custom audio recording application used by 25+ researchers.
• Replaced Audacity, integrating metadata encoding to streamline research workflows.
• Implemented API-based cloud storage (BOX) for file uploads, ensuring seamless data access.

A predictive model for vessel tracking that assigns position reports to ships even when their MMSI numbers are unavailable.

• Developed a predictive model for vessel tracking using AIS data, increasing accuracy for missing identities.
• Engineered data pipelines to process geospatial maritime data, ensuring reliable vessel identification.
• Applied hyperparameter tuning and classification algorithms, enhancing vessel tracking reliability.

A machine learning-based system that detects and filters spam emails using an ensemble of classification models.

• Designed an ensemble classification system combining six ML models for spam detection.
• Applied RandomizedSearchCV for hyperparameter tuning and SFFS for feature selection, optimizing performance with only 23 key features.
• Enhanced email filtering precision, aligning with real-world spam characteristics and minimizing false positives.

A custom-built interpreter that executes an object-oriented programming language similar to Java/C.

• Engineered a custom interpreter for an object-oriented language, showcasing compiler design expertise.
• Built from scratch, demonstrating skills in language parsing, runtime interpretation, and OOP concepts.