AI Consulting Fireside Chat
Hosted by Jason Liu, Vignesh Mohankumar, and Skylar Payne
Thu, Jul 10, 2025
5:00 PM UTC (1 hour)
Virtual (Zoom)
Free to join
Go deeper with a course

Thu, Jul 10, 2025
5:00 PM UTC (1 hour)
Virtual (Zoom)
Free to join
149 students
Go deeper with a course

What you'll learn
Getting Started in AI Consulting
Client Engagement Best Practices
Navigating AI Industry Challenges
Why this topic matters
You'll learn from
Jason Liu
Consultant at the intersection of Information Retrieval and AI
Jason has built search and recommendation systems for the past 6 years. He has consulted and advised a dozens startups in the last year to improve their RAG systems. He is the creator of the Instructor Python library.
Vignesh Mohankumar
Applied AI Consultant at Nila
Vignesh is an independent consultant working on Applied AI. He works with companies to get AI shipped to production within 30 days. He also helps upskill engineering teams on AI usage. Previously he was one of the first engineers at Drift (acquired $1.2b). Read testimonials at https://nila.is.
Skylar Payne
Founder of Wicked Data LLC
Skylar Payne specializes in rescuing AI systems that work in demos but fail in production. As founder of Wicked Data LLC, he diagnoses and fixes broken retrieval systems for startups and enterprises alike. Previously, as VP of Engineering & Data Science at HealthRhythms, he built monitoring systems that caught silent ML failures before they reached users. At LinkedIn, he led teams that increased experimentation velocity 3x while moving core metrics by double digits through improved recommendation systems. At Google, he developed testing infrastructure for large-scale distributed systems. Skylar has personally debugged retrieval systems across every scale—from early prototypes to platforms serving hundreds of millions—and brings battle-tested patterns that bridge the gap between ML experiments and reliable products.
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