Services
$390 / month
Start free, decide later
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1
Free intro call
No card needed to book. -
2
Ongoing calls + chat
2 × 30-min calls per month, unlimited Q&A. Replies in 2 days. -
3
No lock-in
Month to month, no contract.
MentorCruise summary
Chris is a Director of AI and former machine learning research scientist and founder. He has more than 10 years of experience across machine learning research, industry, and leadership, including directing a 30-person ML organization. He helps software engineers move into ML and AI engineering, ML engineers structure applied research, and technical leaders step into staff or engineering management roles.
Based on 16 verified mentee reviews
- Reviewers often praise his machine learning knowledge, clear explanations of complex concepts, and useful resources.
- Mentees value guidance that starts with their goals and leads to concrete tasks, roadmaps, or learning practices.
- Several reviewers describe him as patient, supportive, and responsive when they are stuck or have questions.
About
As a mentor with a background in both research and industry, II bring 10+ years of experience across ML research, industry, and leadership. I help experienced software engineers transition into ML and AI engineering, support ML engineers in applied research, and guide the move into staff+ and engineering management roles. My technical mentoring covers eval-driven development, agentic data science, and LLM workflows: defining meaningful success criteria, designing rigorous experiments, diagnosing failures, and building reliable production systems at scale. We also work on technical strategy, team leadership, and aligning research with product priorities.
In addition to my expertise in machine learning, I am also available to discuss topics such as product-market-fit, validation, business models, start-up fundraising, and road development, and prioritization. Here, I draw from my experience both as a founder as well as the director of a 30+ person ML org.
Throughout my career, I have held a number of roles that have allowed me to build a diverse skill set. These include machine learning research scientist, Ph.D./postdoc in machine learning for software engineering and network analysis. I have also completed data science consulting projects, managed teams as well as teams of teams and leads of leads as director of an entire department.
What mentees say
4 out of 5 stars
I enjoyed working with Chris, but I feel I could not get the most out of the mentorship and I expected more from it.
Antonio
Lite Plan • 11 months
5 out of 5 stars
Xavier
Standard Plan • 1.5 years
Get to know Chris
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Article 5 min readChris Hammerschmidt – Meet the Mentor
Chris is a former machine learning research scientist who co-founded a company and now spends a lot of time between …
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![Video: Communication and Soft Skills in Tech Careers [Webinar]](https://cdn.mentorcruise.com/cdn-cgi/image/width=400,height=225,format=auto/https://cdn.mentorcruise.com/richmedia/communication-and-soft-skills-in-tech-careers-webinar3116a90d-8f40-45c1-b708-1e2b74c79.jpg)
VideoCommunication and Soft Skills in Tech Careers [Webinar]
What to Expect:Chris will lead us into the essential elements of career development, technical skill enhancement, effective communication, leadership, and …
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What happens when you start
You tell Chris your goals. They see exactly what you want to work on before session one.
You meet within days. Chris reviews your application and books your first session, usually within a day or two.
You leave with a plan. Concrete next steps and a weekly rhythm from your very first week.
