Projects
Outfit Recommendation Mobile App
React Native app recommending outfits using CSP rules for weather, color, formality, and layering.
8-Puzzle AI Solver
AI solver for the 8-puzzle using A*, UCS, and heuristics with focus on efficiency and memory use.
Racket-Based Language Interpreter
Interpreter with variables, closures, control flow, and tail recursion in pure Racket style.
De-identification Tool for Research Data
Flask/Docker tool using NLP and AI tagging to anonymize text data for IRB compliance.
Tax Policy Comparison Engine
Dashboards comparing flat, regressive, and progressive tax impacts on income and inequality.
City Livability Comparison Tool
Tool ranking cities by income, taxes, jobs, and cost of living, with customizable factors.
Domo Dashboard & ETL Automation System
Interactive Domo dashboards with automated ETL for pricing, performance, and reporting.
Mac Mini Laptop Conversion
Converted a Mac Mini into a portable laptop with custom wiring, LCD, battery, and cooling.
Food Tracking App
SwiftUI app for logging food with photos or text, tracking macros, progress, and insights.
Storage Unit Finder App
React Native app browsing self-storage units with filters, promotions, and sales-oriented UI.
Custom Email Client
SwiftUI email client with multi-account support, threading, HTML rendering, and tagging.
Automated Job Posting Finder
Python scraper aggregating jobs, filtering by skills and location, with alerts and logs.
Apartment Finder Tool
Scraper with geofencing, NLP parking detection, and email alerts for rental listings.
Cleveland Housing Analytics Project
React + MapLibre frontend with Flask APIs to analyze Cleveland housing vacancy and trends.
Personal Finance & Spending Flow Dashboard
React-based finance dashboard with custom Sankey visualizations for income, spending, and savings flows.
Outfit Recommendation Mobile App
React Native app recommending outfits using CSP rules for weather, color, formality, and layering.
Developed a mobile app to recommend daily outfits tailored to each user. Used a constraint satisfaction problem (CSP) approach to enforce rules like color matching, layering order, and weather-appropriate clothing. Integrated a Firebase backend for secure photo storage and retrieval of clothing items. Built a Flask API to handle CSP solving logic and serve outfit combinations. React Native was used for the front-end to ensure cross-platform deployment. Added filters for formality and activity context to make results practical for everyday use. Focused on intuitive user experience and the ability to extend rules easily. The system balanced personalization with flexibility, encouraging exploration of new outfit choices.
Work & Experience
Assistant Vice President (KCIS)
KeyBank • Overland Park, KS
August 2026 – Present
• Leading AI strategy and implementation across Key Commercial Investor Services, a commercial loan servicing platform with $720B in assets under management
• Identifying and prioritizing high-value AI opportunities across servicing, surveillance, investor reporting, and other operational workflows
• Translating business process inefficiencies into scalable AI solutions focused on reducing manual effort, improving turnaround time, and increasing data quality
• Project managing AI initiatives across business, technology, risk, and data teams while tracking productivity, efficiency, and quality improvements
• Establishing repeatable AI usage patterns and evaluating emerging capabilities for commercial real estate servicing and investor reporting
Senior Consultant
Asycndent • Remote
2026 – August 2026
• Led evaluation of SLM and LLM-based intelligent document processing applications across real estate lending and institutional banking
• Developed strategic recommendations for AI adoption covering technical architecture, build requirements, risk, and governance considerations
• Prototyped document extraction and quality control workflows using SLM and LLM technologies
• Conducted buy-vs-build analyses and evaluated third-party AI and document processing vendors
Project Manager – AI & Data Systems Analyst
Weatherhead School of Management • Cleveland, OH
September 2024 – 2026
• Analyzed team dynamics and communication inefficiencies on a $3B hospital construction project
• Built custom parsers to tokenize and extract speaker-state transitions to identify systemic communication bottlenecks
• Designed algorithms to trace cross-team dependency chains and identify organizational failure points
• Developed RAG models and data extraction pipelines to analyze more than nine years of data across construction projects
• Developed tools to de-identify research data in accordance with Institutional Review Board requirements
Business Intelligence Developer
Pastore Solutions LLC • Remote (Boston, MA)
June 2024 – 2026
• Consulted for a self-storage company operating 18 facilities across four states
• Developed executive dashboards to identify operational issues, analyze pricing, and evaluate facility performance
• Designed backend systems including schedulers, HTTP clients, and stateful parsers to collect competitor pricing data
• Automated pricing workflows using RPA and Domo, saving more than 100 hours of manual work per month
• Developed and integrated RAG models into customer-facing experiences
• Built a native customer representative and sales portal integrating tools including Zapier, Streak, and Hiver
Digital Analyst Intern
KeyBank • Cleveland, OH
May 2024 – August 2024
• Analyzed digital banking operations including request/response times, latency distributions, and user journeys to identify design inefficiencies
• Built ROI models and Tableau dashboards to evaluate transitioning from ported web code to native mobile applications
• Developed a business case for native mobile development incorporating cost-benefit analysis, customer benchmarking, and cross-team collaboration
• Conducted competitive analysis of financial institutions across digital features, user experience, customer engagement, and market positioning
Education
Case Western Reserve University
August 2021 – August 2025
Bachelor's in Computer Science & Psychology (Double Major)
Minor in Artificial Intelligence
University of Auckland
Feburary 2023 - June 2023
Study Abroad Semester
St. John's Preparatory School
September 2018 – May 2021
Classes of Interest
Computer Science
Intro to Artificial Intelligence
Programming Language Concepts
Full Stack Web Development
Senior Capstone
Business / Psychology
Leading Organizations
Leading People
High-Functioning Teams
Managing Negotiations
Consumer Psychology
