Praveen Chebolu🇺🇸
Principle Software Engineer at Amazon
About Praveen Chebolu
Principle Software Engineer at Amazon
Hi, I'm Praveen and I have over 22 years of experience as a software research leader specializing in Edge AI, distributed computing, and ML/LLM optimization for resource-constrained environments. At Amazon, I've pioneered frameworks that enable sophisticated AI to run locally on devices, reducing cloud costs by 65% while improving performance across 100M+ devices. Previously at Samsung, I developed the world's first modem-based communication stacks now implemented in 2 billion+ devices globally. With 75+ patents (175+ citations) and multiple industry awards, I bring deep technical expertise balanced with practical implementation at scale. I regularly mentor engineers across organizations, lead cross-functional collaborations between hardware, OS, and AI teams, and speak at technical conferences sharing insights on distributed systems architecture. I can help you with
Edge AI architecture and implementation strategies Optimizing ML/LLM models for resource-constrained environments Distributed computing system design and power optimization Technical innovation and patent development processes Career guidance for specialized technical paths in AI/ML Cross-functional collaboration between hardware and software teams
Expertise
Sessions with Praveen Chebolu
- Mentorship Session (30 min): Mentorship session
What mentees say
“It was very helpful in preparing for the interview.”
“I had an outstanding experience with my mentor, who provided amazing communication and motivation throughout our session. Their deep subject knowledge helped me gain valuable insights and clarity on my challenges. I highly recommend booking a session with them if you're looking for guidance that truly exceeds expectations.”