Applied AI/Agentic Workflows
Reproducible, auditable agentic workflows — designed for trust, that can scale responsibly.
Applied AI/ML, built for production
Scaling ML/AI solutions responsibly.
Over 10 years of SME and technical ownership experience in e-commerce and supply chain, with recent technical ownership across forecasting, pricing, optimization, MLOps, and team building and hiring.
- 10+ years across forecasting, pricing, recommendation, and operational ML in production
- Strong at bridging technical depth, product judgment, and stakeholder trust
- IC builder by default; technical lead when the system needs it
10+
years building applied ML in production
100M+
orders processed with probabilistic ML ETA service.
1M+
timeseries forecasted weekly.
Built across
What I bring
Senior judgment and intuition, state-of-the-art solutions that survive production constraints, and empirical validation.
I do my best work close to the systems, close to the stakeholders, and focused on outcomes that hold up in production.
Production Machine Learning
Forecasting, pricing, recommendation, scoring, and optimization systems scaled for enterprise: reproducibility, auditability, interpretability, and measurable business impact, always.
Decision Infrastructure
The wisdom to understand requirements vs. desired keywords: how to scale services from 0 with a responsible, cost-effective, secure timeline.
Technical Leadership
Designed scalable hiring strategies with well-thought, OSS-isomorphic case studies that unlock essential predictive services — responsible team builder, mentor, and mentee.
Open to W2 IC roles, part-time technical leadership, consulting, and advisory.
Let's talk