Hello Tanmay, and congratulations on your impressive journey from IIT BHU to a career in Analytics! Your ability to switch fields and adapt to new challenges is a testament to your resilience and willingness to learn, qualities that are invaluable in the tech industry.

Transitioning to a product-based company, given your background in a service-based firm and analytics, aligns well with the kind of journey I've experienced myself. From physics to psychology and eventually into product management, I've navigated similar paths of change and growth. Here's how you can leverage your experience for your next career leap:

1. Enhance Your Analytical Skills: Continue building your expertise in analytics. This skill set is highly prized in product-based companies, especially when coupled with the ability to apply these skills in diverse contexts.
2. Learn Product Management Fundamentals: Understanding product management will be vital. This knowledge will help you see how your role in analytics integrates with the broader product development cycle, a perspective I found invaluable in my own career.
3. Showcase Your Work: Develop a portfolio of projects or case studies that demonstrate your analytical prowess within product settings. In my role as a product analyst and then as a lead, I found that tangible examples of my work were instrumental in advancing my career.
4. Network within the Industry: Utilize your IIT network to connect with professionals in product-based companies. Their insights can be incredibly valuable, much like the lessons I learned through my professional interactions and partnerships.
5. Tailored Interview Preparation: Interviews in product-based companies often focus on technical acumen and problem-solving skills. Prepare to articulate how your experience in analytics can be a unique asset in a product context.
6. Personalized Guidance: Considering the unique aspects of your transition, a session tailored to your specific goals could be very beneficial. I invite you to a trial mentoring session where we can strategize your move into a product-based role, leveraging your analytics background effectively, and creating a personalized learning and career progression path.

Your proactive approach to seeking guidance is a great strength. With your background and determination, transitioning to a product-based company is a very achievable goal. Remember, every step in your journey has equipped you with unique skills and perspectives that are valuable in the tech world.

Cheers!