Testimonials
Exactly the guidance I needed! Coming from a product background, I’ve been struggling to understand how to break into AI/ML roles. This session finally connected the dots for me. Raminder helped me map my existing PM experience to AI/ML skills, highlighted the gaps I should focus on, and gave me practical next steps I can start right away. I walked out feeling clear, confident, and actually excited about the transition. Truly worth it.
I reached out to Raminder because I’d been feeling stuck in my marketing career and wanted to explore whether product management could be a meaningful pivot. His 10 years of experience across product, AI agents, and strategy in India and the US really reflected. He connected my experience to core product skills like user understanding, problem framing, and execution. He also highlighted where product might not align with how I prefer to work, which I truly appreciated. The session was honest, grounding, and incredibly clarifying. I walked away with direction instead of confusion. Money worth spent!
I had a great session with Raminder about pursuing my Master’s in the USA. He gave me clear insights into his university network, how different programs compare, and which options fit my goals in MS-MIS and MBA. He also explained the exams I should prepare for, the full application process, and how to plan my timeline. The most valuable part was his breakdown of visa pathways like OPT and STEM-OPT after graduation. His guidance made the entire journey feel structured and achievable. Highly recommend him for anyone exploring U.S. study options!
Services
Video meeting . 45 mins
5
Is Product Career Right for YOU!?
HOW and WHY to get in Product Career
Video meeting . 45 mins
5
USA Masters Guidance
Pros and Cons of a USA Masters Program
Video meeting . 60 mins
5
AI/ML Product Break
Break into AI/ML Product Career with real-world guidance!
Video meeting . 45 mins
Product Resume Review
Resume feedback from someone who’s been on both sides!
About me
Hey there! I’m Raminder - a Senior AI/ML Product Manager who’s spent 10+ years building data-driven B2B, B2B2C SaaS products across Procurement, Logistics, and Retail.
At McCain Foods, I lead the AI/ML roadmap for global procurement, driving multimillion-dollar savings through smart automation. Before that, at Cognistx (USA) and Circles, I built AI-powered personalization and predictive analytics platforms that turned complex data into real business impact.
But beyond my roles - I understand the chaos and uncertainty of building a product career. I’ve been through those pivots, learned what truly matters, and found the frameworks that make growth sustainable.
On Topmate, I mentor:
- Aspiring PMs aiming to break into AI/ML product roles
- Professionals transitioning from tech or business backgrounds
- Students exploring the right career or education path in product management
- Resume Feedback
If you’re ready to navigate the chaos, master your story, and grow into a confident PM, let’s connect — your product journey starts here 🌟
- Raminder's LinkedInhttps://www.linkedin.com/in/raminder-dhiman/
