Testimonials
Services
Digital Product
Modern ML Lifecycle - Where do you fit in?
Finding Your Place in the Machine Learning Lifecycle
Video meeting . 30 mins
5
Video meeting . 45 mins
Project Review
Lets review your use case that you are working on!
Video meeting . 30 mins
Video meeting . 60 mins
About me
I lead ML & Data Engineering teams where I build end-to-end platforms — from modern Data Mesh architectures to ML pipelines, AI agents, and production-grade systems on AWS. I combine hands-on technical expertise with leadership experience to help individuals and companies move faster, build smarter, and unlock real business impact.
On Topmate, I help with:
• ML Engineering, MLOps, AWS, and architecture guidance
• Building Data Platforms & Data Mesh the right way
• Designing AI Agents (Bedrock, open-source, LLM apps, workflows)
• Career advice for data/ML professionals (roles, transitions, interview prep)
• Resume/LinkedIn review
• Product & strategy feedback for early-stage AI startups
• Leadership coaching for managing engineering, DS, or platform teams
Whether you need help with a technical challenge, want to refine your career direction, or need mentorship on leading high-performing teams — I’m here to support you with clear, practical, and actionable guidance.
- Prateek Jain is praised for his industry expertise and ability to clarify complex data roles, offering impactful mentorship and tailored career guidance.
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