My Work
I embed with operators, find the real bottlenecks, and ship the right tool — whether that’s an agentic workflow, a custom web app, or a scrappy prototype.
Things I’ve Shipped
Custom MCP Servers
Production MCP servers on Django/PostgreSQL letting natural language agents query proprietary unit cost and project data.
Agentic Workflows
Multi-agent LangChain orchestration deployed for operations, finance, BD, and field teams.
RAG Architecture
Applications leveraging vector databases and RAG pipelines for accurate retrieval over internal knowledge bases.
Enterprise AI Rollout
Sourced, piloted, and evaluated AI platforms for the firm's venture arm and internal enterprise adoption.
Full-Stack Django
Django + React web apps powering real-time project health dashboards and unit cost analysis systems.
React Frontends
Visualization-heavy React portals and dashboards adopted daily by project managers and executives.
Salesforce Admin
Salesforce platform administration with AI extensions improving data quality, forecasting, and productivity.
Rapid Prototyping
MVP-first delivery of targeted tools for field ops, finance, and BD — weeks not months.
Custom API Development
Custom REST and integration APIs connecting field systems, finance tools, and enterprise platforms.
Big Data Analysis
Python data pipelines and analytics for unit costing, forecasting, and operational insights across projects.
Smartsheet Development
Advanced Smartsheet automations, dashboards, and workflows replacing manual tracking and reporting.
Stakeholder Management
Led cross-functional teams and managed 50+ vendors/clients delivering $100M+ in multifamily development.
Resume
SUMMARY
Full-stack innovation engineer who sits desk-side with end users, identifies bottlenecks, and ships the right tool for the job. Toolkit includes agentic AI solutions, automated Python scripts and data pipelines, custom full-stack web applications, and low-code/no-code prototypes. Currently focused on designing, prototyping, and scaling multi-agent workflows on LangChain and Glean, unlocking data through internal MCPs, and continuously evaluating LLM tooling in the market. Brings prior project leadership experience in commercial real estate development.
SKILLS
Multi-agent orchestration, LangChain, MCP (Model Context Protocol) servers, prompt engineering, agent, RAG, vector databases, LLM tooling, Glean Agents, OpenAI/Anthropic/Gemini APIs
Python, TypeScript, JavaScript, React, Next.js, Django, FastAPI, SQL
Glean, Claude Code, Codex, n8n, Salesforce Administration, AWS, Heroku, Vercel, Supabase, PostgreSQL
Use-case discovery, rapid prototyping, cross-functional partnership, vendor evaluation. Large scale commercial constructionproject management.
PROFESSIONAL EXPERIENCE
Chicago, IL & Minneapolis, MN
Embeds directly with operators across construction, finance, BD, and operations to find workflow bottlenecks and ship targeted solutions: agentic AI workflows, automated Python scripts and data pipelines, or custom web apps, depending on what the problem demands. Lead with MVP (minimal viable product) framework for rapid iteration.
- Designed and deployed a production MCP (Model Context Protocol) server on top of internal Django/PostgreSQL systems, enabling project managers to query proprietary unit-cost data via natural-language agents. First multi-agent workflow shipped at scale internally.
- Architects multi-agent workflows using LangChain, MCP, and vector databases, refining prompt and agent behavior iteratively against real production usage.
- Sources and evaluates emerging AI startups and enterprise AI platforms for the firm’s venture capital arm and internal adoption, leading pilots to validate which third-party tools warrant enterprise rollout.
- Owns Salesforce platform administration, embedding AI extensions into CRM workflows to improve data quality, forecasting accuracy, and business developer productivity.
Minneapolis, MN
- Led development and project teams delivering $100M+ in new multifamily construction across the Minneapolis-St. Paul urban core, managing client relationships and 50+ vendors concurrently.
- Built foundational operating processes across Construction, Property Management, and Development divisions as an early-stage employee, translating ambiguous business needs into repeatable workflows through market research and iterative trial and error.
Minneapolis, MN
- Managed $50M+ in construction projects across Midwest school districts while maintaining schedule and budget integrity, coordinating with design partners and contractor teams, and communicating accurate financial forecasts to clients.