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

Adaptive Gradients

Jan 2026 - Present

Founder

Jan 2026 - Present

Helping organizations adopt AI through strategy, implementation, and measurable results.

Present
Grownomic AI

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.

2025
Axon

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.

2024
ServiceNow

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.

2022
Rio Tinto

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.

2020
Wavo.me

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.

2019
LS

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.

2018

Education