Emmanuel McGrail

University of Pittsburgh Athletics

• Built a serverless data pipeline for the diving team using AWS Lambda, turning raw web data into real-time performance analytics.
• Engineered and deployed an LLM-powered TEXT2SQL tool, democratizing SQL access for non-technical staff.
• Built PowerBI dashboards for donors and leadership; integrated position-specific metrics into football recruitment pipelines under the assistant AD.

Bank of New York (BNY)

• Built a data reprocessing algorithm via Spring and Kafka to automatically resolve failed enrichment pipeline messages.
• Optimized reconciliation workflows — $1.7M in cost savings and 8x reduction in processing time.
• Migrated legacy data zones into a new strategic architecture, improving access for risk analysis teams.

Pitt School of Computing

• Collaborated with PhD students and faculty on LLM-enhanced conversational AI for smart home devices.
• Integrated ChatGPT with the Alexa API via Python and NodeJS to expand functionality and usability.
• Studied how diverse communities interact with AI-driven home technology; presented findings to faculty.

High-performance ABI for probabilistic computation in C++ and Python. ~2.5x GPU speedup over standard libraries via optimized kernel execution.

Minecraft plugin that lets ML models generate terrain in-game via CNNs. Pipelines extract chunk data and produce real-time topographical outputs.

Web application for visualizing LLM embeddings and token representations interactively.

Machine learning-powered moderation and analytics bot for Discord servers.

A running exploration of mathematics through code — linear algebra, probability, analysis, and more.

Open-source library for Pitt student data. Contributed full study room reservation support.

University of Pittsburgh — B.S. Data Science, B.S. Computer Science, Minor in French

Pittsburgh, PA · GPA 3.76 · Graduating Spring 2027

ENSEA (École Nationale Supérieure de l'Électronique)

Cergy, France · Engineering Study Abroad · Spring 2026