Projects

A showcase of applied LLM tools, ML deployments, and real-world data applications.

FormBot – AI-Powered Use Case Intake Assistant

A generative AI assistant that helps users complete structured forms to capture, organize, and refine enterprise AI use-case ideas.

Automated Pipeline Monitoring for Audience Measurement

A Spark and Airflow-based monitoring system processing 10+ GB daily to support real-time data pipeline diagnostics at Nielsen.

Playbook Researcher – Internal Tool for Educational Content Generation

An internal AI tool that automates the generation of client-facing educational playbooks by combining information retrieval with structured content generation.

PDF Summarizer: Introduction to LLM Applications

An instructional Streamlit app that uses ChatGPT, LangChain, and Chroma to teach document summarization using vector databases and LLMs.

Audience Measurement Fault Classification

A scalable machine learning system for classifying minute-level audio signal faults across Nielsen’s audience measurement infrastructure.

Automotive Parts Availability & Vehicle Delivery Forecasting

End-to-end machine learning pipelines for forecasting vehicle arrival timelines and supply chain delays in parts delivery for a major auto manufacturer.

Job Application Assistant

A ChatGPT-powered assistant that analyzes resumes and job descriptions to suggest edits and generate tailored cover letters for personalized applications.

Spotify Collab Performance App

An interactive dashboard analyzing artist collaboration dynamics using Spotify's Top 200 chart to evaluate exposure, momentum, and breakout potential.

Slack-Based Sales Enablement Assistant

A real-time Slack-integrated LLM assistant for guiding sales professionals through strategy, execution, and coaching workflows.

Alt-Right Rhetoric & Conspiracy: Ancient Aliens Topic Modeling

A structural topic modeling analysis of Ancient Aliens transcripts to uncover rhetorical shifts and conspiratorial discourse aligned with alt-right narratives.