Teaching Portfolio

Sharing knowledge through courses, workshops, and educational resources in machine learning and AI

Deep Learning Fundamentals

CSxxx
Spring 2024

Comprehensive introduction to deep learning architectures, including CNNs, RNNs, and transformer models with PyTorch implementations.

Neural Networks PyTorch Computer Vision

Medical Image Analysis

CSxxx
Fall 2024

Advanced course covering medical image processing, segmentation, and analysis using deep learning techniques.

3D Imaging Segmentation Medical AI

AI Research Methods

CSxxx
Ongoing

Research methodologies, paper writing, and experimental design in AI.

Research Methods Paper Writing Experimentation

Workshops

March 16, 2025

Vision Language Models in Healthcare

Hands-on session covering SOTA vision language models in healthcare.

Upcoming Workshops

March 16, 2025

Vision Transformers Workshop

Hands-on session covering implementation and optimization of vision transformers

April 10, 2024

Medical AI Hackathon

Annual competition for developing innovative solutions in medical imaging