experience
A list and description of all my professional work experiences.
AdSkate, Pittsburgh, U.S.
Machine Learning Research Intern (Remote)
- Automated video analysis of 100+ advertisements, leveraging Google Cloud, OpenAI APIs, and custom models, resulting in a 70\% reduction in manual analysis time.
- Built multi-modal data processing, including text translation, categorization, and keyframe analysis, utilizing LLMs and Vision Transformers, improving data processing efficiency by 25\%.
- Streamlined image analysis using ViLT Visual Question Answering Model and a custom algorithm, eliminating manual labeling and data entry, streamlining ad analysis workflow.
AdSkate, Pittsburgh, U.S.
Software Engineering Intern (Remote)
- Worked on Multilingual Article Categorization using Word Embeddings and Ensemble models to reduce the workload on the server from large-scale transformer models.
- Cleaned and analyzed large text data of articles and news with hierarchical categories with spaCy and NLTK.
- Deployed end-to-end APIs for web scraping, model benchmarking, and more with Flask and Heroku.
K.J. Somaiya College of Engineering, Mumbai, India
Research Intern
- Created Deep Learning based approach to detect Parkinson’s disease from 3D MRI images of the brain.
- Preprocessed and augmented 3D MRI images from PPMI with TensorFlow to prepare the dataset for optimal training.
- Performed skull extraction on the sliced images of MRI using BrainSuite to boost the model’s performance.
Team KJSCE Robocon, Mumbai, India
Research Intern
- Implemented PID tuning and Path Planning on a drone in Gazebo with ROS and OpenCV.
- Explored SLAM implementation on the BOT using LIDAR and Binocular vision.
- Trained Juniors in the field of Computer Vision and MATLAB Simulations.