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lukegeel101/README.md

Luke Geel - Agentic Systems, Applied AI, and AR

Founding AI Engineer · Agentic Systems Builder · Augmented Reality Enthusiast

I build practical AI systems and help grow the Boston AI and startup ecosystem.

LinkedIn Kaggle Instagram

Featured Agentic Skills

Grocery Shopping Agent

Grocery Shopping Agent

A grocery shopping assistant that compares full baskets across delivery services, including fees, coupons, and substitutions.

Explore the repository →

 Personal Finance Control Center

Personal Finance Control Center

A personal finance assistant that reconciles account data, surfaces spending patterns, and helps prepare budgets and financial reviews.

Explore the repository →

Projects in action

Grocery Shopping Agent comparison demo

Compared three grocery services for a four-item basket and found a $7.25 lower-cost option.

 Personal Finance Control Center transaction analysis demo

Reconciled sixteen transactions into nine purchases and identified three likely recurring charges.

Selected experiments

  • Blackjack Q-Learning RL - A deep reinforcement learning project with DQN agents, exact solvers, and evaluation across 2.4 million hands.
  • Index Rebalancing - Machine-learning research on stock-price behavior around S&P index rebalancing events.
  • Spotify AI Agent - A voice-enabled conversational agent for Spotify playback and playlists.

About me

  • Founding AI engineer working on production agentic systems.
  • Founder and former president of the UMass Amherst Data Science Club.
  • Interested in useful AI, augmented reality, startups, and community building.
  • Always happy to meet people building in the Boston AI ecosystem.

Languages and tools

Python PyTorch Java MATLAB MySQL scikit-learn SQLite Git

Luke Geel's builder stack

Pinned Loading

  1. Index-Rebalancing Index-Rebalancing Public

    Machine-learning research on S&P index rebalancing, stock-price effects, linear regression, and LSTM forecasting.

    Jupyter Notebook 11 2

  2. BlackJack-Q-Learning-RL BlackJack-Q-Learning-RL Public

    A measurement-first deep reinforcement learning blackjack lab with DQN agents, exact solvers, and 2.4M-hand evaluation.

    Python

  3. Spotify-AI-Agent Spotify-AI-Agent Public

    A voice-controlled AI agent that understands natural language and uses Spotify tools to inspect playback and manage playlists.

    Python

  4. grocery-shopping-agent-skill grocery-shopping-agent-skill Public

    An approval-gated Agentic Skill for grocery lists, delivered basket comparison, deals, coupons, and safe substitutions.

    Python

  5. personal-finance-agent-skill personal-finance-agent-skill Public

    A privacy-first Agentic Skill that reconciles financial evidence and prepares approval-gated budgets, audits, and decisions.

    Python 1

  6. weatherMCP weatherMCP Public

    A tested Model Context Protocol server for US forecasts and active alerts from the National Weather Service.

    JavaScript