Bayesian Bootstrap for AIS data analysis
Bayesian Bootstrap method for Automatic Identification System data analysis. Statistical framework for uncertainty quantification in maritime vessel tracking...
Development & Research Works
CMU LSMM Project: Deepfake Detection
Deepfake detection research project at Carnegie Mellon University. Developed machine learning models to identify manipulated media using computer vision and ...
CMU Studio Project: Conversational Chatbot
Conversational AI chatbot system developed at Carnegie Mellon University using ParlAI framework. Led team project in end-to-end design with Python, Django, a...
GM Internship Project: Battery Laser Welding Advisor
Battery laser welding optimization tool for General Motors. Developed multi-platform simulation tool using Python, Django, and MySQL for process parameter op...
Medical Data Analysis: NLP for EMR data
Natural Language Processing tool for Electronic Medical Records analysis. Extracts clinical insights from unstructured medical text using deep learning NLP t...
Multichannel CNN for Gas mixture classification
Multichannel Convolutional Neural Network for gas mixture classification. Applied deep learning to sensor data analysis for industrial gas detection and envi...
Transfer Entropy analysis for congestion propagation
Transfer Entropy analysis for traffic congestion propagation modeling. Applied information theory and causal inference to understand and predict traffic flow...