Sachin Agrawal

About Sachin Agrawal

Dr. Sachin Kumar Agrawal AI Engineering Leader | Specialist in Agentic AI & LLM Orchestration | 50+ Patents/Papers | Ph.D. Business Need Driven AI Engineering Leader with extensive experience in Go To market Solutions Delivery with architecting \"Intelligent Backbones\" for global Fortune 50 enterprises. Synergy between pioneering research & production execution, delivered GenAI products to drive ROI (High $ annual value) Leading engineering strategy for Self-Evolving Digital Workforce. Agents that perceive, reason, act across complex, high volume enterprise data. Technical Pillars1. Agentic AI & Orchestration (Action )multi-agent workflows using LangGraph, CrewAI, Auto-GPT. By architecting \"Supervisor-Worker\" patterns and Agentic Mesh layers, I leverage emerging protocols like MCP (Model Context Protocol) and A2A to automate closed-loop business processes in Procurement and Supply Chain. Causal AI to enable self-healing.2. Multimodal Intelligence & Vision-Language Models (VLM)Leveraging my research in Haptics, 5G, and Vision, Multimodal Agentic Systems. Audio-to-Action (A2A) pipelines and Agent-UI (A2UI) interfaces that process text, image, sensor data for real-time industrial applications.3. Advanced Graph-RAG & Reasoning Frameworks hybrid Knowledge Graph + Vector Database architectures at scale. These systems (like Ask Ada) transform fragmented data into high-precision intelligence using Reasoning-Action (ReAct) frameworks and Chain-of-Thought prompting.4. AI Infrastructure, FinOps & MLOpsUsing vLLM, NVIDIA Triton, and Azure AI Foundry, I drive 40% code reusability through \"Agent Blueprints.\" I champion AI FinOps, implementing Semantic Caching, LLM Cost Attribution, and Token-Efficiency to ensure solutions remain profitable at scale.5. Responsible AI (RAI) & Governanceenterprise-grade safety via NeMo Guardrails, Human-in-the-loop (HITL) Governance, compliance-first \"Judge Agents\" to monitor for bias / hallucinations in regulated environments. Global Impact• World\'s 1st Inventor: Primary inventor for 5G/6G phone battery-saving AI (~30% efficiency) and a new encoder for Joint Keyword Spotting (JKWS).• Scale Leader: Launched AI solutions at Pepsico, Samsung and 3 Strategic Products at Sony Research, for Global monetization.• Product Excellence: Recipient of the PepsiCo 2025 AI Award for the engineering Specialties: Agentic AI, LLM Orchestration, Multi-Agent Systems (MAS), Graph-RAG, AIOps, Model Context Protocol (MCP), Semantic Caching, Vision-Language Models (VLM), Causal AI, and AI-driven Digital Transformation.

Experience

1. Associate Director (Ai Products) (Agentic Ai Driven)

   PepsiCo

   Aug 2023 — Present

   Generative AI & LLM Product Leader | AI Solution Architect driving production-grade enterprise AI solutions powered by Agentic AI, LLMs, VLMs, RAG, and LAM. Focused on solving real business problems and end-user pain points through live, scalable AI products that deliver measurable ROI, productivity gains, and operational efficiency.Proven track record in leading enterprise GenAI initiatives that enable large-scale user adoption, accelerate business decision-making, and unlock new value streams through intelligent, adaptive product solutions. Expert in transforming advanced AI capabilities into strategic enterprise assets, from concept to live solutions.Strong focus on Agentic AI orchestration, including reasoning, planning, memory augmentation, multi-agent collaboration, and tool use integration — enabling AI systems to act, adapt, and scale intelligently in complex enterprise environments. Skilled in designing autonomous agent ecosystems that combine LLMs, RAG pipelines, and knowledge graphs for domain-specific intelligence and high business impact.Core Technical Expertise: GenAI | LLM | VLM | RAG | LAM | Agentic AI | Multi-Agent Systems | Orchestration | Reasoning & Memory | Graph RAG | Knowledge Graphs | Vector DBs | LLMOps | MLOps | Action AI | ANN | Transformers | Diffusion Models | RLHF | Prompt Engineering | Autonomous Agents | Multimodal AI | A2A | MCP | Enterprise AI Integration | Product Innovation | GTM & Commercialization | Responsible AI

Education

• Kirori Mal College, University of Delhi

  Bachelor of Science - BS

• Dr. A.P.J. Abdul Kalam Technical University

  B.Tech.

  2000

• Delhi College of Engineering

  Doctor of Philosophy (Ph.D.), Artificial Intelligence (AI) with 5G Communication

  2019

• Indian Institute of Technology, Delhi

  Doctor of Philosophy (Ph.D.), Intelligent Communication in Healthcare

  2012

• Indian Institute of Technology, Roorkee

  Electronics & ICT Academy : FDP on "Machine Learning & its Applications"

  2017

• Netaji Subhas Institute of Technology

  M.Tech.

  2005

Skills

• Prosecution
• Intellectual Property
• Research
• • Perl/Opengl/Vrml for 3d Reconstruction of the Anatomical and Physical Systems.
• System Architecture
• Patent
• Wireless
• Patent Litigation
• Patents
• Phone
• • Avr Microntrollers Based Filters for Signal Processing
• Strategy
• • Wireless Communication System Design and Prototype
• Patentability
• Physical Layer
• Ip
• Mobile
• Team Management
• • Labview for Signal Generation, Measurement Tasks, Scientific and Data Visualiz
• • Matlab/Simulink for Mathematical Modeling, Mobile, Wireless Systems and Data a
• Invention
• Cloud Computing
• Nano
• Training
• Nanotechnology
• Mobile Devices
• Skills ( Software & Hardware) • C/C++ , Fpga, Visual Studio.
• Light
• Network Security