Projects

Builds and experiments across AI, finance, security, construction, and entrepreneurship.

Founder & Managing Member · 2026–Present

Challenge: Real estate development teams juggle permits, RFIs, financial documents, and project files across disconnected tools — slowing decisions.
Action: Founded Yimby Enterprise Systems to deliver a conversational AI workspace spanning the development lifecycle: financial documents, permit tracking, RFIs, and consolidated project files.
Result: Ships LLM integrations, agent frameworks, and automation pipelines — giving developers, contractors, architects, and investors a single AI-native system to ask, analyze, and build.

EntrepreneurshipAI/MLSaaSReal Estate

Personal Project · 2025

Challenge: Developers and writers need fast, hands-free dictation without sending audio to cloud APIs or sacrificing privacy.
Action: Built a local dictation tool on Apple Silicon using mlx-whisper fully offline, with Hammerspoon keyboard interception for tap or push-to-talk recording and an optional local LLM cleanup pass.
Result: Hands-free speech-to-text with a live notch indicator — no audio ever leaves the machine.

PythonWhisperMLXmacOS

Alcove Development · AI Implementation Analyst · 2025–Present

Challenge: Multi-million dollar real estate deal pipelines needed faster scenario analysis without sacrificing investor-grade accuracy.
Action: Architected Python-based financial modeling frameworks integrated with reasoning models, connecting ML outputs to custom web applications across the underwriting workflow.
Result: End-to-end automation of investment workflows — from deal screening through scenario modeling — while preserving human oversight on capital decisions.

PythonAI/MLFinancial ModelingReal Estate PE

QSPARC Labs · Advisor · 2025–Present

Challenge: Enterprises need a practical path to post-quantum cryptographic standards before quantum threats render current encryption obsolete.
Action: Advise on enterprise adoption of the CHN code-based cryptographic framework, focusing on verifiable security, side-channel resilience, and interoperability.
Result: Supporting practical deployment of post-quantum security for long-horizon enterprise data protection.

CryptographyPost-QuantumSecurityBusiness Development

University of Kansas · Wiesbaden, Germany · 2024

Challenge: A software service provider needed strategic guidance on organizational structure and capital allocation to improve marketing ROI and employee retention.
Action: Consulted on organizational strategy as 1 of 6 KU students selected for the international competition — proposed an ESOP to improve retention and presented recommendations to an international panel.
Result: Delivered strategic recommendations on organizational structure, capital allocation, and employee ownership to enhance long-term competitiveness.

Management ConsultingStrategyInternationalESOP

Brinkmann Constructors · Project Engineer · 2024

Challenge: Compete against peer teams in a simulated bid exercise to develop a complete proposal for a $37M amusement park scenario under tight deadlines.
Action: Led my team through scope underwriting, material takeoffs, logistics planning, and contract oversight.
Result: Won 1st place with my team in the mock bid competition — a simulated exercise, not a live contract award.

ConstructionProject ManagementFinancial AnalysisLeadership

Triad Bank · Summer Analyst · 2025

Challenge: Loan committee needed faster, more consistent residential underwriting for the St. Louis market across thousands of comparable properties.
Action: Built an automated housing comps model and residential market report pipeline, presenting full-scope underwriting analysis to the loan committee.
Result: Delivered repeatable market intelligence for a ~$1B AUM private bank — identifying the 5 best comparable properties from thousands of options per deal.

Data AnalysisReal EstatePythonUnderwriting