A Brief Glimpse Into My Profile
I am passionate about technology, research and teaching. Despite being an academician by training, my adaptation to industrial data science has been a big strength. I am able to hold my fort on abstract research as well as on debugging Kubernetes logs! I am a being believer in master of handful but jack of many approach.
The Journey
Astrophysicist By Training
Completed my PhD in Observational Astrophysics from Inter University Center for Astronomy & Astrophysics (IUCAA). Leveraged world class telescopes, wrote extensive data processing pipelines and applied statistics to study galaxies.
Academic Project Scientist
Wore several hats - applied AI/ML to Astronomy & Life Sciences, developed web applications and interfaces to astronomical data archives, applied modern industrial techniques for infrastructure and deployments.
Applied Data Scientist
Applied AI / ML to cybersecurity, privileged access management, B2B Marketplaces, and more.
Emerged as an MLOps Expert
Delivered and consulted on critical MLOps based projects earning vast experience on production grade ML systems.
Gen AI Solution Design and LLMOps
Delivered several proof-of-concepts as well as production grade systems for clients based on advanced RAG as well as agentic systems.
Pedagogical Experience
In academia, being on the lecture circuit was inevitable. Even in the industry, pedagogy was pursued passionately by me.
Teaching in EdTech
Rated top-star instructor by major edtech companies. Have also designed full courses on Python, Business Intelligence, and Data Analytics.
Invited Guest @ Universities / Institutes
Delivered full courses on Python programming, Machine Learning, and Generative AI techniques such as RAG, prompt engineering etc.
My major project types in the AI/ML World
End to End ML Solution Design
Projects spanning the entire ML life-cycle from proof-of-concept to production.
A portfolio
MLOps Strategy
Design an MLOps strategy, implement architecture, and draft recommendations based on client's unique requirements.
GenAI Solutioning, Ops and Consultancy
Production grade deployments and consultancy for client data science teams
Kaustubh Vaghmare
(Trainer and Consultant)
Providing Expert guidance in AI, ML, MLOps, and LLMOps.
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