Talks & Presentations

Invited talks, workshop presentations, and research forums

Invited Talk

Utility-Aware Human–LLM Agent Orchestration for Data Science Pipelines

North East AI Agents Day (NE Agents Day 2026)  ·  May 2026

Presented our research on a novel framework for agentic collaboration between humans and LLMs across the data science pipeline. The talk covered how to orchestrate human and LLM agents to maximize utility for downstream ML tasks, with live demos of the pipeline architecture.

Agentic AI LLMs Human-in-the-Loop Data Science
Research Forum

PhD Research Presentation — Personalized Recommendation and Top-k Set Retrieval using LLMs

YWCC PhD Research Forum  ·  Ying Wu College of Computing, NJIT  ·  Spring 2025

Presented PhD research to fellow PhD students and faculty at the Ying Wu College of Computing at NJIT. The talk covered the full arc of my dissertation: LLM-powered personalized recommendations, probabilistic package selection, and agentic human–LLM collaboration in data science pipelines.

PhD Research LLMs Recommendation Systems NJIT