Dr. Omkar Gune profile photo 2 on Tal
Dr. Omkar Gune profile photo 1 on Tal
Dr. Omkar Gune profile photo 2 on Tal
Dr. Omkar Gune profile photo 1 on Tal

Dr. Omkar Gune

GenAI & LLM | RAG · Agentic Systems · NLP. Computer Vision | PhD IIT Bombay · 4 Patents | Data Science Lead @ SLB

Pune City

8+ years of work experience

SLB
Mar 20242 yrs 5 mosPresent

Pune, Maharashtra, India

SLB
May 20212 yrs 10 mosFeb 2024

Pune, Maharashtra, India

Indian Institute of Technology, Bombay
Jan 20214 mosApr 2021

Mumbai, Maharashtra, India

Samsung Research India Bangalore
Mar 20155 mosJul 2015

Bangalore

Computer Vision Group
Samsung Research India Bangalore
Mar 20141 yrFeb 2015

Bengaluru Area, India

Computer Vision Group
Cisco Systems
Jul 20121 yr 9 mosMar 2014

Bengaluru Area, India

Member of camera team working on Video enhancement for Cisco Telepresence cameras

Dr.’s AI Stack

claude code
claude code
claude
claude
cursor
cursor
gemini
gemini
hugging face
hugging face
langchain
langchain
langgraph
langgraph
notebooklm
notebooklm
claudecode
claudecode
Microsoft Copilot
Microsoft Copilot
Milvus
Milvus
Qwen
Qwen
Weights & Biases Weave
Weights & Biases Weave

Education

Indian Institute of Technology, Bombay

Doctor of Philosophy - PhD, Computer Vision, Deep Learning

Indian Institute of Technology, Bombay

20156 yrs2021
Indian Institute of Technology, Bombay

Master of Technology (M.Tech.), Communication and Signal Processing

Indian Institute of Technology, Bombay

20102 yrs2012

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Headline

GenAI & LLM | RAG · Agentic Systems · NLP. Computer Vision | PhD IIT Bombay · 4 Patents | Data Science Lead @ SLB

About

An AI Leader who delivers generative AI systems from initial whiteboard concepts straight into production, while scaling the technical teams required to ship them. Core Expertise: Advanced LLM Architecture: Proven success deploying deep iterative RAG with self-reflection, multi-hop graph traversal for structured and unstructured data, table intelligence agents, multimodal document parsing, and CI/CD-integrated LLM evaluation frameworks. Production-Grade Focus: Dedicated to optimization for retrieval quality, agent reliability, and evaluation rigor to ensure systems withstand messy, real-world data at scale. Technical Leadership: Dual experience as Tech Lead and Team Lead for a cross-functional unit of 10 data scientists and engineers, managing architecture, research roadmaps, stakeholder alignment, and talent development. Product Delivery: Demonstrated history of guiding products from greenfield inception through controlled commercial release to early-adopter phases. Led benchmarking for multiple flagship products and trained over 50 professionals via custom bootcamps. Full-Stack AI Domain Knowledge: Integrated capabilities spanning GenAI/LLMs (LangChain, LangGraph), Computer Vision (segmentation, ViTs, zero-shot learning), and NLP (document intelligence, information extraction). Research & Academic Foundations: PhD in Computer Vision from IIT Bombay (CGPA 8.8) 4 granted US/EP patents with 13+ filed 12 publications across ACM Multimedia, BMVC, IEEE ICIP, ADIPEC, and EAGE Outstanding Reviewer (BMVC 2024) | GATE 2010 AIR 102 (Top 0.1%)

Location

Pune City

AI stack

claude code

claude

cursor

gemini

hugging face

langchain

langgraph

notebooklm

claudecode

Microsoft Copilot

Milvus

Qwen

Weights & Biases Weave

Work experience

Data Scientist Lead at SLB, Mar 2024 - Present · 2 yrs 5 mos, Pune, Maharashtra, India

Data Scientist at SLB, May 2021 - Feb 2024 · 2 yrs 10 mos, Pune, Maharashtra, India

Research Associate at Indian Institute of Technology, Bombay, Jan 2021 - Apr 2021 · 4 mos, Mumbai, Maharashtra, India

Lead Engineer at Samsung Research India Bangalore, Mar 2015 - Jul 2015 · 5 mos, Bangalore, Computer Vision Group

Senior Software Engineer at Samsung Research India Bangalore, Mar 2014 - Feb 2015 · 1 yr, Bengaluru Area, India, Computer Vision Group

Software Engineer at Cisco Systems, Jul 2012 - Mar 2014 · 1 yr 9 mos, Bengaluru Area, India, Member of camera team working on Video enhancement for Cisco Telepresence cameras

Education

Doctor of Philosophy - PhD, Computer Vision, Deep Learning, Indian Institute of Technology, Bombay

Master of Technology (M.Tech.), Communication and Signal Processing, Indian Institute of Technology, Bombay