Portfolio & Case Studies

Challenge

Medical researchers needed accurate hip joint center of rotation estimation from motion capture data for biomechanical analysis and treatment planning.

Solution

Developed a sophisticated Python program that simulates joint rotation and determines the center of rotation using advanced mathematical algorithms and marker-based motion capture data processing.

Results & Impact

Technologies Used

Challenge

Investment firms needed a robust system to track portfolio performance, analyze returns, and generate detailed reports similar to industry-standard platforms.

Solution

Reverse-engineered and built a comprehensive investment performance tracking system with advanced analytics, custom reporting, and real-time portfolio monitoring capabilities.

Results & Impact

Technologies Used

Challenge

Mobile users with hybrid cellular data plans needed an intelligent system to minimize total spending at the end of billing cycles based on usage patterns.

Solution

Designed and implemented a sophisticated optimization algorithm that analyzes usage patterns, predicts future consumption, and automatically adjusts plan parameters to minimize costs.

Results & Impact

Technologies Used

Challenge

Homeowners needed personalized mortgage refinancing recommendations considering their current loan products, home equity, and real-time market conditions.

Solution

Built and deployed a comprehensive API on AWS Lambda that analyzes loan products, calculates equity positions, and provides personalized refinancing options using real-time interest rates.

Results & Impact

Technologies Used

Challenge

Businesses needed intelligent autonomous agents capable of complex decision-making and task automation with domain-specific knowledge.

Solution

Implemented supervised fine-tuning of large language models to create specialized autonomous agents capable of complex reasoning, decision-making, and task execution in specific business domains.

Results & Impact

Technologies Used

Challenge

Real estate platform needed to process and serve billions of US residential property data points in real-time for analytical and transactional use cases.

Solution

Architected and implemented a comprehensive data pipeline using GCP services, handling batch and streaming data processing with automated orchestration and monitoring.

Results & Impact

Technologies Used