Experience
Aaron is a systems oriented technical leader across growth, data, and AI systems. He builds repeatable systems that identify opportunities, acquire customers, automate operations, and make launching or scaling businesses less expensive. Ask the Agent about any of it, or read the full history below.
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Experience
Aaron is a systems oriented technical leader across growth, data, and AI systems. He builds repeatable systems that identify opportunities, acquire customers, automate operations, and make launching or scaling businesses less expensive.
B.S. Computer Science, Loyola University Chicago (May 2022). Based in Chicago, Illinois.
Career history
Magnolia VenturesFeb 2026 to present
Current GTM and market expansion work: the AI powered GTM engine, the multi tenant website infrastructure, lead capture and communications, and BDA Systems as the live vertical implementation.
z9 VenturesMay 2023 to Feb 2026
Enterprise data and revenue systems for Aroma360 and Hotel Collection: event driven warehouse, self service BI, Salesforce Data Cloud, call tracking and retail reporting.
Peer CommunicationsDec 2022 to Nov 2024
Public safety regulatory data and jurisdiction intelligence work, through Peer Communications and related BDA work: requirements across 400+ US jurisdictions, ArcGIS data, Airflow pipelines on AWS.
Lava FinancialNov 2021 to Dec 2022
Decentralized revenue share and investment platform on Avalanche. Aaron oversaw development, marketing, and launch.
What Aaron does
- Programmatic GTM and market expansion
- AI operations and agentic systems
- Multi market web, lead, and communications infrastructure
- Data platforms and revenue operations
- Venture and product building, led by Lava Financial and the Investor DataRoom MVP
- Real estate intelligence and underwriting, when the target company's market or role makes it relevant
Skills
Business and GTM: Go to market strategy, Growth systems, Sales operations, Lead generation, Market expansion, Revenue operations, Programmatic SEO, Outbound automation, Business process automation
AI and automation: AI agents, Multi agent systems, LLM tooling, Agentic workflows, MCP, Browser automation, Workflow orchestration, OpenAI API, Claude API, and Google Gemini, OpenAI agent SDK and Vercel AI SDK, ChatGPT, Claude, OpenAI Codex, and Claude Code, used daily
Data and systems: Data architecture, Data modeling, ETL and ELT, Analytics infrastructure, Cloud architecture, API design, Event driven systems, Geospatial data
Languages and frameworks: Python, JavaScript and TypeScript, Golang, Bash, Next.js, React, Node.js, Django
Platforms and tools: AWS, Azure, GCP, Vercel, PostgreSQL, BigQuery, Snowflake, Databricks, Spark, Tableau, Grafana, Salesforce, SignalWire, Docker, Kubernetes, Terraform