AI Engineer • Data Scientist • Software Engineer

Jack Lutz

I Build Systems that Scale, and Answer Questions that Matter.

Las Vegas, NV • Stats & Data Science @ UCLA '27

Jack Lutz

Work

Projects

// UCLA Dining Recommendation System
const
data = await
fetch(api)
UDR
Featured

UCLA Dining Recommendation System

A constraint optimization system for generating personalized meal plans based on students' nutritional goals and dining hall menus.

PythonFastAPIPostgreSQLGoogle OR-ToolsGo
  • • Constraint optimization for 4,000+ menu items
  • • Real-time menu scraping with Go
Code not public
AI Web Scraper Chrome Extension
Featured

AI Web Scraper Chrome Extension

A Chrome extension with AI-powered data extraction and intelligent cleaning, supporting multiple export formats.

TypeScriptJavaScriptChrome Extension MV3Claude API
  • • AI-powered data extraction and cleaning
  • • CSV, XLSX, JSON export support
Code Live Demo
// Quantitative Backtesting Engine
const
data = await
fetch(api)
QBE
Featured

Quantitative Backtesting Engine

A research-grade backtesting framework for quantitative trading strategies with realistic execution simulation.

PythonpandasNumPy
  • • Validated within 1-3% of established frameworks
  • • Point-in-time data architecture to prevent lookahead bias
Code
// AI Code Editor
const
data = await
fetch(api)
ACE
Featured

AI Code Editor

An intelligent code editor powered by Google Gemini for AI-assisted coding, refactoring, and code generation.

PythonGemini API
  • • AI-powered code generation and refactoring
  • • Integrated with Google Gemini
Code

Background

Experience

Lutz Consulting Group

Founder

Nov 2024 – Present

Las Vegas, NV

  • • Provide technical consulting and full-stack development to e-commerce businesses, startups, and content studios.
  • • Engineered end-to-end inventory system to process 40,000+ items using computer vision/OCR pipeline, AWS S3 storage, and Supabase validation workflows.
  • • Drove 3x increase in client online sales through website redesign, achieving 4-figure weekly revenue and 100% uptime.
  • • Onboarded non-technical users to new system through training and documentation.

New York Life

Data Analyst Intern

June 2024 – Aug 2024

New York, NY

  • • Reverse-engineered database migration schemas across DHD production PostgreSQL instances, mapping complex data transformations and identifying millions of stale records.
  • • Built RAG-enabled underwriting chatbot prototype using company underwriting manual as knowledge base.
  • • Finalist in company-wide AI Innovation Competition for prototyping RAG-enabled chatbot plugin for Tableau dashboards, querying 10+ years of nationwide office data.
  • • Designed A/B testing framework to expose LLM agreeableness bias in chatbot responses.

Toolbox

Skills that Ship

PythonRSQLTypeScriptJavaScriptGoCC++HTMLCSSSvelteLaTeXPythonRSQLTypeScriptJavaScriptGoCC++HTMLCSSSvelteLaTeXPythonRSQLTypeScriptJavaScriptGoCC++HTMLCSSSvelteLaTeX
GitpandasNumPymatplotlibTidyverseAWSFastAPISupabasePostgreSQLPyTorchScikit-LearnFAISSLangChainOpenRouterHugging FaceGoogle OR-ToolsChrome Extension MV3StreamlitCursorClaude CodePrompt EngineeringRetrieval Augmented GenerationVector DBGitpandasNumPymatplotlibTidyverseAWSFastAPISupabasePostgreSQLPyTorchScikit-LearnFAISSLangChainOpenRouterHugging FaceGoogle OR-ToolsChrome Extension MV3StreamlitCursorClaude CodePrompt EngineeringRetrieval Augmented GenerationVector DBGitpandasNumPymatplotlibTidyverseAWSFastAPISupabasePostgreSQLPyTorchScikit-LearnFAISSLangChainOpenRouterHugging FaceGoogle OR-ToolsChrome Extension MV3StreamlitCursorClaude CodePrompt EngineeringRetrieval Augmented GenerationVector DB
Probability TheoryVector CalculusLinear AlgebraDifferential EquationsStatisticsStatistical ModelingData Analysis & Machine LearningData Structures & Algorithms IData Structures & Algorithms IIFunctional ProgrammingRetrieval Augmented GenerationMachine LearningProbability TheoryVector CalculusLinear AlgebraDifferential EquationsStatisticsStatistical ModelingData Analysis & Machine LearningData Structures & Algorithms IData Structures & Algorithms IIFunctional ProgrammingRetrieval Augmented GenerationMachine LearningProbability TheoryVector CalculusLinear AlgebraDifferential EquationsStatisticsStatistical ModelingData Analysis & Machine LearningData Structures & Algorithms IData Structures & Algorithms IIFunctional ProgrammingRetrieval Augmented GenerationMachine Learning

Contact

Get in touch

jwlutz65@gmail.com