About
I'm a Senior Manager in Marketing Data Science at Salesforce where I build production ML systems that drive real business value. This work has included developing uplift models for personalized campaigns and predictive analytics.
I was previously a Graduate Research Assistant at Georgia Tech's Design Intelligence Lab, where I researched the use of cognitive AI techniques in agentic AI systems. While at the lab I co-authored papers at AIED 2025 and ITS 2025 on our research and deployed an AI product for use in an online Georgia Tech course.
I'm passionate about building intelligent systems that solve real-world problems, whether it's deploying production models that impact millions in revenue or advancing the state of cognitive AI through peer-reviewed research.
Experience
Senior Manager, Marketing Data Science (ML/AI Systems)
Salesforce
Graduate Research Assistant, ML/AI Engineer
Design Intelligence Lab - Georgia Tech
Research & Publications
Ivy: Hybrid Question-Answering Agent using Cognitive AI
Developed a hybrid QA agent combining neural and symbolic approaches that achieved 82% user preference and 0.82 SBERT score, significantly outperforming GPT-4 and RAG baselines.
Designing an AI Coaching System for Interactive Video-Based Skill Learning
Built and deployed Ivy AI coach on AWS infrastructure, achieving 75% expert preference compared to GPT-4 in educational settings. Successfully integrated into Georgia Tech's Knowledge Based AI course.
Featured Projects
Partial Order Planning Solver
Work in ProgressAdvanced planning system for agentic tool use, extending my research at DILab. Implementing sophisticated algorithms for AI agents to efficiently plan and execute complex multi-step tasks.
LLaMA Factory Experiment Workspace
Docker-based fine-tuning environment for large language models using LLaMA-Factory on NVIDIA DGX. Implements efficient LoRA adaptation techniques for Llama-3 models with comprehensive experiment tracking and batch inference capabilities.
Pinecone Semantic Search
Sample implementation of semantic search using Pinecone. Demonstrates experience with embedding-based retrieval systems used in both DILab research and Salesforce production systems.
MCP Local File System Server
Model Context Protocol server enabling secure local LLM data analysis. Demonstrates a sample of my work building MCP integrations for enabling conversational queries and improving workflow efficiency.
More Projects Coming Soon
Most of my work is in private repos at Salesforce and Georgia Tech, so I'm actively working on creating more projects that are publicly accessible. Check back regularly for new projects demonstrating production-ready systems and innovative research applications.
Technical Skills
Languages
ML/AI Frameworks
Agentic AI
Cloud & DevOps
Education
Master of Science, Computer Science
2023 - 2025Georgia Institute of Technology
Specialization: Artificial Intelligence
Coursework: Machine Learning, Artificial Intelligence, Natural Language Processing, Game AI, Software Development Process, Computer Networks
Master of Business Administration
2017 - 2019Columbia University
Decision, Risk & Operations