Are you starting from scratch or have an existing project that just can't get over the line? I'm here to help you. I'm a seasoned ML, Python, and Startup Operations expert with over 25 years of experience. I've built dozens of systems from the ground up, I've grown and managed teams from 0 to 70 developers, and I've helped over 20 startups go from ideation to first paying customers. I have a proven track record of rescuing stalled projects and building novel systems from the ground up.
I've worked in the tech industry long enough to know that every project doesn't need my help. I'm most effective when working with small to medium business who have projects in the early stages. I can help you avoid common pitfalls and get your project off the ground quickly and efficiently. Typically, an engagement lasts from 2 - 6 months, costs in the $50,000 - $200,000 range, and wraps with a production-ready system. I also offer on-demand reviews for those times when you just need a quick expert opinion to get unstuck. Check out the details below to see how I can help you.
If you want more insights into how I think and work, feel free to peruse my essays & articles on AI, Machine Learning, and Startup Growth »
I developed a custom real estate valuation model that uses machine learning to predict the price of residential properties for a residential real estate investment company.
I lead a team that developed multiple valuation models for a commercial insurance company that uses machine learning to predict the total value of portfolios commercial properties.
I developed a machine vision solution using off-the-shelf cameras and custom machine vision models that identified individual vehicles where license plate readers wouldn't fit.
I worked on a team that designed and developed a custom fitness wearable with a custom ML model that could be updated near real-time with user-specific models from the cloud.
I built a custom labeling and training pipeline with custom APIs for a robotics machine vision application that expedited pipe thread inspection tasks for oil and gas pipeline company.
I designed and developed an LLM persona generation, survey answering, and summarization sytem for a market research firm that outpaced human-surveys by orders of magnitude.
Whether you need a quick expert opinion or a full hands-on implementation, my services are structured to provide the right level of support. Start with an on-demand review to get unstuck, or engage me on a project basis to bring your system to life.
Get asynchronous, expert feedback on your project without the need for live meetings. I'll personally record a detailed video walkthrough for you to review on your schedule.
For that one nagging question that's slowing you down. Get stuck vibe-coding your next billion-dollar idea? Get a fast, expert opinion to get unstuck and move forward.
A deep technical audit of your implementation. I'll dive into your codebase, cloud setup, or database schema to identify performance bottlenecks, security risks, and opportunities for improvement to ensure your system is scalable and reliable.
Strategic validation for your project plan or new idea. Before you write a line of code, I'll assess your project plan, technical approach, and feature roadmap to help you avoid common pitfalls and ensure your vision is technically feasible.
For when you need dedicated, hands-on support to build, rescue, or guide your ML initiative.
When you need hands-on help building your ML solution
Ongoing guidance for complex ML initiatives
Have a question or ready to discuss your project? Fill out the form below and I'll get back to you within 24 hours.