I have 15 years of technical experience spanning applications, data and ML engineering, production GenAI platforms, and observability — now working on engineering and agentic AI solutions for the Cybersecurity team.
Integration engineering
Started out building integration pipelines at Target — the plumbing that gets data reliably from one system to another.
Cloud infrastructure
Moved into infrastructure, setting up and administering OpenStack environments.
Application development
Built application software for BlueJeans' video conferencing tooling, including an Outlook plugin used to schedule and join meetings directly from the inbox.
Feature engineering
Built feature engineering pipelines, turning raw data into the inputs machine learning models actually run on.
Data, ML and agentic AI engineering
The longest chapter so far, and one that's kept changing shape underneath one roof.
Distributed data engineering
Worked on a host of distributed data engineering problems at scale.
AutoML platform
Built an AutoML platform.
Exploratory data analysis
Worked on exploratory data analysis to find out what the data O9 collects could actually tell us.
Agentic AI platform
Built an agentic AI platform that now powers O9 — starting from GPT-3.5 and growing through LangChain into LangGraph, with Langfuse for observability, mem0 for memory, and an evaluation platform built on Ragas, DeepEval and custom metrics.
Insights from O9's data
Worked on how insights can be derived from the data O9 collects.
Agentic AI and Engineering — MLSecOps
Now working on the defense and internal attacking of the agentic platform, leveraging engineering and agentic AI solutions, for O9's Cybersecurity team.