Services
This page lists services that I provide to my clients. If there’s something you need that isn’t called out here – ask! I will happily work with you to decide what works best for you.
Ad-Hoc Consultation
Loosely structured conversations where we talk through some of your AI/ML challenges and discuss potential solutions.
These are best for if you have some high-level architectural challenge that you’re not quite sure how to address. These are also useful for when you have AI/ML needs, but are not yet at the scale at which hiring a dedicated AI/ML engineer is feasible or practical.
Example scenarios
- “We want to begin investing in machine learning. What should we prioritize first?
- “We have a model serving pipeline that we’d like to harden but don’t want to invest in interviewing and hiring a full-time MLE. What should we do first?”
- “What are some paid or open-source solutions out there we should look into?”
Engineering Advisory
Think of me as your “fractional tech lead.” You and I will work together to evaluate your technical goals and chart a path to success. Together, we will craft a roadmap, define realistic but ambitious delivery milestones, and execute on that plan to deliver on your goals. I will be there with you every step of the way to help adjust the course in response to new priorities, unexpected curveballs, or if 💩 just hits the fan.
In this capacity, you might rely on me for any of the following:
- Foundational technical decisions, e.g. “how should we orchestrate our model training pipelines?” or “what cloud platform should we use?”
- Review of product requirements documents, architectural design proposals, and other similar technical documentation
- Early-stage proofs-of-concept or prototypes to validate technical feasibility of approaches before committing to them
Example scenarios
- “I have a prototype that I really want to get production-ready, but I’m not sure how”
- “I have a long-term vision for my product but I’m not sure how to get there”