Harshit Kohli is a Senior Technical Account Manager at AWS, where he serves as a trusted advisor to enterprise customers on cloud strategy, architecture, and AI adoption. He started his IT career in 2010 at Infosys in India, built his way through Tech Mahindra, HPE, and Cloudera, moved to the US in 2016, and joined AWS in 2022. He is currently completing a PhD in AI, has published over a dozen research papers on mental health prediction, churn forecasting, and healthcare AI, and presented at the MCP Dev Summit on real-time streaming to agents.

In this episode, Harshit explains what a Technical Account Manager actually does: acting as the extended team for enterprise customers, bridging technical depth with strategic advisory across every stage of cloud adoption, from early migration to cost optimization. He breaks down the biggest AI misconceptions he sees in enterprises, including why AI is not a magic wand, why not every problem is AI-fit, and why data readiness is the non-negotiable that most organizations underestimate.

We also talk about model selection, prompt engineering, hallucination, and what it takes to go from lift-and-shift cloud migration to genuinely optimized infrastructure. Harshit shares what he looks for when judging hackathons, from eco-friendly agriculture apps to real-time anomaly detection, and what separates the people who will make it in AI from those still working at the surface.

His advice for engineers in India considering the move: dive deep into fundamentals in your own vertical before chasing the buzzwords, because that depth travels farther than any credential.

About Harshit Kohli

☁️ Sr. Technical Account Manager at AWS | PhD Candidate in AI | Researcher, Speaker, Mentor

- 💼 https://www.linkedin.com/in/harshit-kohli-99801543/

About Federico Ramallo ✨👨‍💻🌎

🚀 Software Engineering Manager | 🛠 Founder of DensityLabs.io & PreVetted.ai | 🤝 Connecting 🇺🇸 U.S. teams with top nearshore 🌎 LATAM engineers

- 💼 https://www.linkedin.com/in/framallo/

- 🌐 https://densitylabs.io

- ✅ https://prevetted.ai

🎙 PreVetted Podcast 🎧📡

- 🎯 https://prevetted.ai/podcast

- 🐦 https://x.com/PrevettedPod

- 🔗 https://www.linkedin.com/company/prevetted-podcast

00:00 Introduction to Harshit Kohli and His Journey

02:50 Transitioning to the U.S. Tech Landscape

05:44 Role of a Technical Account Manager at AWS

08:23 Understanding Customer Needs and Technical Expertise

11:16 Research Contributions in AI and Healthcare

14:18 Machine Learning vs. AI: Understanding the Differences

16:51 The Reality of AI Implementation in Businesses

19:34 Data Quality and Its Impact on AI

22:19 Challenges and Misconceptions in AI Adoption

25:22 Understanding AI Hallucination and Model Optimism

26:52 The Importance of Prompt Engineering

28:00 Model Selection and Optimization Strategies

30:26 Navigating the Variety of AI Models

31:58 Integrating AI into Workflows

34:32 Challenges in Cloud Adoption

37:20 The Future of AI in Hackathons and Innovation

40:54 Validating Ideas in the Age of AI

43:37 Career Advice for Aspiring AI Professionals