talks
Invited talks, guest lectures, teaching, and presentations.
2025
DSPy for Structured LLM Pipelines
Technical talk on DSPy, prompt programming, and practical LLM fine-tuning workflows for student builders.
Fine-Tuning LLMs with LoRA
Workshop on LoRA fine-tuning, lightweight adaptation, and practical deployment patterns for small language models.
2024
Building Neural Networks
Technical talk on deep learning fundamentals, neural network intuition, backpropagation, and practical model-building workflows.
Teaching
Machine Learning
Teaching assistant for undergraduate machine learning, mentoring 75+ students across tutorials, labs, and assignments.
Deep Learning
Co-instructed an intensive 30-hour deep learning course for a cohort of 40 students, covering fundamentals through hands-on model building.