Resume

SNASH Audio Recorder

• 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.

Vessel Prediction from AIS Data

• 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.

Email spam classifier

• 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.

Objektra: Object-Oriented Interpreter

• 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.

Software Developer

Garuda Labs

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.

Masters of Science

University of Colorado, Boulder

Computer Science

• Data Mining

Bachelors of Science

Case Western Reserve University

Computer Science, Mathematics

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