Los Angeles, California, United States
I'm a recent graduate from the Computer Science program at UCLA. I am passionate about making products that can make people's lives more accessible. I experiment around with new technologies and love creating things. My key capabilities include C++, Python, Machine learning, iOS development, and UX design.
- Reduced CNN training time by 75% by implementing Distributed Data Parallelism (DDP) using Pytorch and Python and conducted run time performance analysis on multi-GPU training hardware and network storage systems. - Ran reproducibility tests to compare metrics and highlighted the optimal performance parameters for the model. - Automated image dataset generation pipeline from camera sensors in pre-production Image Signal Processor system, by creating Python and Bash scripts on Windows and Linux systems. - Presented DDP results, analysis, and training to broader team, promoting adoption of data parallelization. Highlighted inefficient GPU usage issue in multi-GPU training and built team knowledge.
- Created demand forecasting models for the company’s internal purposes, based on data from Rahi offices across 60+ locations. - Conducted data modeling and exploratory data analysis on Timeseries data with Google DataStudio and Python. - Built and deployed Machine Learning powered AI applications using the information from data analysis models, to assist in demand planning and inventory management activities for Rahi’s offices.
The goal of the internship is to build a cross-platform mobile app is to provide Safety Track Management and Security Management for employees in high-risk zones (Mines, Forest, and Mountain) and to keep track of any potential danger to the individuals. - Create data analysis and tracking management system using C++ and Python with Google Maps API. - Develop the front-end components using React Native framework with CSS3, HTML5 and JavaScript. - Deploy the project on a secure cloud platform using Amazon AWS. - Develop the entire project independently and work in an agile development environment.