Few-Shot Learning for Indication Classification
Structuring unstructured data from MRI radiology reports.
My Porfolio
Software engineer interested in the foundations of intelligence and AI applications in healthcare.
Recent Work
Multi-modal Breast Cancer Detection
Leveraging multiple modalities to reduce false negative rates in breast cancer screening with AI.
Neural Collapse
Neural Collapse: A Review on Modelling Principles and Generalization.
Robotics Simulation
Python wrapper for NVIDIA Omniverse Isaac-Sim.
Energy-based Models for Grasp Planning
Bridging the gap between grasp sampling, evaluation, and refinement.
Deep Q-Learning
Agent trained in car racing environment through deep q-learning.
Behavioral Cloning
Agent trained in car racing environment through behavioral cloning.
Deep Deterministic Policy Gradient
Agent trained in Open AI's BipedalWalker environment through DDPG.
Bird Classification
Predicting the species of birds based on an image.
Dangle Hydraulic Circuit and Regenerative Breaking
My undergraduate honors thesis.
Exploring Anisotropy in Rock Fluid Flow and Elastic Behavior
My masters thesis.