Stealth Mode  ·  Dubai, UAE

Sumit
Ranjan

Powering the Next Generation of Reliable, Secure, and Cost-Efficient Agentic AI

Researching and building infrastructure for trustworthy Agentic Systems, developing compact Small Language Models (SLMs) that reduce cost without compromising safety. Author of Enterprise Agentic AI, contributor to the OWASP Agentic AI Top 10, and a PhD scholar focused on advancing secure, autonomous AI for real-world deployment.

Building SLMs for Agentic AI Author · Enterprise Agentic AI OWASP Top 10 Contributor PhD Scholar · BITS Pilani Keynote Speaker
Sumit Ranjan
10+
Years
2
Books
OWASP
Contributor

Researcher. Builder. Author.

I'm Sumit Ranjan — currently in stealth, focused on a single hard problem: making agentic AI systems reliable, secure, and cheaper to run. That means building compact Small Language Models (SLMs) that are domain-trained, verifiable, and enterprise-ready — without the cost and opacity of large general-purpose models.

My research at BITS Pilani (PhD) sits at the intersection of agentic system architecture and AI security — exploring how autonomous agents fail, how they can be exploited, and how to build them so they don't. I contribute to the OWASP Agentic AI Top 10, helping define the security standards the industry will build upon.

I'm also the author of Enterprise Agentic AI (Packt) — a practical guide to deploying autonomous AI in production. As a Responsible AI Leader and keynote speaker, I bring this research into boardrooms, conferences, and classrooms globally.

Core Focus

"Agentic AI that enterprises can trust — reliable, secure, and cost-efficient by design."

Building SLMs for Agentic AI

Reliable, secure & cost-efficient agentic systems

Author — Enterprise Agentic AI

Packt Publications · Practical enterprise deployment guide

Responsible AI Leader

Ethics, governance & trust in AI systems

OWASP Agentic AI Top 10

Contributor · Global AI security standards

PhD Scholar

Agentic AI Security · BITS Pilani

Keynote Speaker

AI governance, security & agentic systems


Work Experience

A decade of building, researching, and leading AI across enterprise, academia, and advisory.

Adjunct Professor – AI & Digital Transformation
Symbiosis International University Dubai
Sep 2025 – Present
Academic
Advisor – AI Security & Responsible Innovation
Protect Neuron · Dubai
Aug 2025 – Present
Advisory
Co-Founder & CTO
Emvo · Dubai
Sep – Oct 2025
Ex-CTO
Head – Responsible AI
Forcespot · Dubai
Nov 2024 – Present
Past
Visiting Professor – Generative AI & NLP
Manipal University Dubai
Feb – Oct 2024
Academic
Manager – Data Science & AI
Majid Al Futtaim · Carrefour
Dec 2022 – Nov 2024
Enterprise
Principal Data Scientist
MResult Corp · Bengaluru
Feb 2021 – Dec 2022
Healthcare AI
Sr. Data Scientist
VMware · Bengaluru
Mar 2019 – Jan 2021
Enterprise
Data Scientist
Affine Analytics · Bengaluru
Jun 2018 – Feb 2019
Computer Vision
Software Consultant
KPIT Technologies · Bengaluru
Mar 2017 – May 2018
Risk Modeling
Software Consultant
Oak Systems · Bengaluru
Jul 2014 – Dec 2016
Semiconductor

Technical Skills

Deep specialisation across the AI research and deployment lifecycle.

AI Specialisations
Agentic AILLM Security AI GovernanceResponsible AI Computer VisionGenerative AI AI Red TeamingModel Evaluation Copilot Security
Languages & Libraries
PythonSQL ROpenAI SDK LangChainLlamaIndex PyTorchFastAI
Agent Frameworks
CrewAILangGraph LangFlowAutoGen n8nMS Copilot Studio MindPal

Publications

Books, research papers, and conference contributions across AI, security, and healthcare.

Bestseller
Applied Deep Learning and Computer Vision for Self-Driving Cars
A comprehensive guide to autonomous vehicles using deep learning and computer vision. Packt Publications.
View on Amazon
Upcoming
Enterprise Agentic AI: Harnessing AI Transformation
A practical guide to secure agentic AI deployment in enterprise environments. Packt Publications.
Pre-order
Journal
Text Summarization for Pharmaceutical Sciences Using Hierarchical Clustering
A novel NLP approach for pharmaceutical text summarisation via hierarchical clustering.
Nature Springer
Conference
LLM-Powered Generative AI for Enhanced Real Estate Property Search
AI-driven personalised property search using LLMs and generative AI.
IIM Bangalore
Conference
UI Automation Test Element Search Using Machine Learning
Advanced ML techniques for UI automation testing and element identification.
IIM Bangalore
Journal
SecuregenAI: A Lifecycle Framework for Securing LLMs in Healthcare
A framework for healthcare LLM security via AI red teaming and federated learning.
Springer Nature

OWASP Contributions

Contributing to the global standards shaping the security and governance of agentic AI systems.


Achievements & Awards

Recognition for research contributions, innovation, and thought leadership in AI.

AI Universal Council Ambassador
Recognised ambassador promoting responsible AI practices globally.
Einstein Award – Best Mind of the Year
Awarded by the Institute of Engineering & Technology, United Kingdom.
Keynote Speaker – GSDC 2025
Global Generative AI Advanced Prompt Engineering Webinar, Singapore.
Workshop – University of Birmingham
"Developing AI Agents" — Birmingham Dubai Campus, Feb 2025.
Patent Published
XPath identification using computer vision & localisation. App No. 202231060501.
Innovator Award 2022
Awarded for driving multiple AI/ML innovations at MResult Corp.
Synergy Award 2022
Oncology Document Classification Project at MResult Corp.
VMware Analytics Hackathon – 2nd Place
Marketing Analytics Hackathon 2020 — solution ranked 2nd globally.

Media Coverage & Podcast

Featured interviews, podcasts, and press coverage on AI leadership, agentic systems, and responsible innovation.


Highlights

Certifications
  • AI Security – Nullcon Goa 2025
  • MLSecOps – ProtectAI 2024
  • Deep Learning – Queensland University, AU
  • Deep Learning Nanodegree – Udacity
  • AWS MLOps Certification 2022
Hackathons
  • VMware Sentiment Hackathon 2020 – 9th
  • NLP News Classification MachineHack – 3rd
  • Solar Power Challenge by Wipro – Top 5%
  • Ugam Sentiment Analysis – Top 1%
  • Trident Hackathon 2022 – Top 9%
Talks & Workshops
  • "Agentic AI in Industry" – BITS Pilani Dubai, May 2025
  • "Decoding AI Agents" Bootcamp – DDS Dubai, Jun 2025
  • GenAI in Industry – Manipal University, Jul 2024
  • Deep Learning for CV – Faculty Development Program 2020