About
I help teams take AI from idea to production. My work spans the full lifecycle: identifying where AI will actually move the needle, designing solution architecture, building LLM applications and internal tools, and establishing the evaluation and MLOps practices that keep systems improving over time.
I've done this across different contexts. Most recently, I co-founded Grownomic AI, where we shipped agentic workflows for campaign management and a SaaS product for building PPC landing pages. Before that, I led Responsible AI and ML platform efforts at Axon, and ran the AI Trust and Governance Lab at ServiceNow Research.
Experience
Adaptive Gradients
Jan 2026 - Present
Founder
Jan 2026 - Present
Helping organizations adopt AI through strategy, implementation, and measurable results.
Grownomic AI
Nov 2024 - Dec 2025
Cofounder & Chief Technology Officer
Nov 2024 - Dec 2025
Co-founded a startup focused on building AI-native products for marketing and developer tooling. Owned system architecture and end-to-end engineering.
Axon
Jul 2022 - Sep 2024
Manager, Responsible Innovation Platform
Jan 2024 - Sep 2024
Led ML engineers building a responsible innovation platform for computer vision, LLM, and ASR use cases.
Tech Lead, AI Platform
Jan 2023 - Dec 2023
Led ALPR, ASR, and LLM platform work. Built automated ethical evaluation pipelines for international expansion.
Senior Machine Learning Engineer II
Jul 2022 - Jan 2023
Architected and implemented tools for Responsible and Ethical AI in the AI platform team.
ServiceNow
Jan 2021 - Jul 2022
Lead, AI Trust Lab
May 2022 - Jul 2022
Led the Trust & Governance Lab focused on privacy-preserving ML, robustness, transparency, and data governance.
Staff Applied Research Scientist
Jan 2021 - May 2022
Led applied research in federated learning. Trained ServiceNow's first federated learning model. Joined via Element AI acquisition.
Rio Tinto
Jun 2019 - Dec 2020
Specialist Data Scientist
Apr 2020 - Dec 2020
Led analytics projects for iron ore production. Contributed to the Intelligent Mine ML proposal.
Data Scientist
Jun 2019 - Mar 2020
Optimized titanium smelting furnaces and mine feed operations using ML. Deployed solutions on AWS.
Wavo.me
Oct 2018 - Jun 2019
Data Engineer
Oct 2018 - Jun 2019
Worked on the early cloud architecture of Wavo's Music Intelligence Platform. Built ETL pipelines in Spark and AWS (S3, EMR, RDS, Glue, Athena). Developed time series forecasting systems to prioritize expensive API calls.
Lean Systems
Apr 2017 - Sep 2018
Operations Research Architect
Apr 2017 - Sep 2018
Designed vehicle-routing algorithms for ground transportation and maintenance scheduling models for business aviation. Built Python/JS interactive web-apps for fleet operations visualization. Contributed to the core optimization engine.