Prasad Kavuri

Head of AI Engineering · AI/ML Executive Leader

Agentic AILLM PlatformsApplied AI StrategyGlobal Engineering Leadership

Visionary AI/ML executive with 20+ years driving transformative technology strategies across enterprise platforms and AI ecosystems. Currently leading India's first Agentic AI platform (Kruti.ai) at Krutrim, achieving 50% latency reduction and 40% cost savings.

20+

Years Experience

200+

Engineers Led

13K+

B2B Customers

70%

Cost Reduction

AI-Powered Tools

Live demos showcasing agentic AI, semantic search, and open-source LLM orchestration.

🚀Live

RAG Pipeline

Real retrieval-augmented generation with Transformers.js embeddings and ChromaDB — runs entirely in your browser.

Transformers.jsChromaDBnomic-embed-text

Open demo

👥Upgrading

Multi-Agent System

CrewAI-powered agents with real LLM calls via Groq — Analyzer, Researcher, and Strategist collaborating in real time.

Real multi-model routing across Llama 3.1 8B, 70B, and Mixtral — see live latency, cost, and quality trade-offs.

GroqMulti-modelLive latency

Open demo

🔎Live

Vector Search

Semantic search with real sentence-BERT embeddings and UMAP visualisation of the embedding space.

all-MiniLM-L6-v2UMAPCosine similarity

Open demo

🤖Live

AI Portfolio Assistant

Streaming RAG-powered assistant over my experience — ask anything about my background and see retrieved context.

Vercel AI SDKStreamingRAG

Open demo

📄Live

Resume Generator

Paste a job description, get a tailored resume with skill matching scores and selection reasoning.

JD parsingSkill matchingPDF export

Open demo

🎭Live

Multimodal Assistant

Florence-2 image captioning and OCR running in-browser via Transformers.js — no server, no API key.

Florence-2WebGPUIn-browser

Open demo

⚡Live

Model Quantization

Live ONNX benchmark comparing INT8 vs FP32 inference — real file sizes, real latency, real quality diff.

ONNXINT8 vs FP32Transformers.js

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🔌Live

MCP Tool Demo

Model Context Protocol in action — watch an LLM discover and call tools to answer questions about Prasad's background.

MCPTool UseGroq API

Open demo

Core Expertise

Deep expertise across AI/ML leadership, cloud infrastructure, executive leadership, and industry-specific domains.

🤖

AI/ML Leadership

Agentic AI ArchitectureMulti-Model LLM OrchestrationRetrieval-Augmented Generation (RAG)Vector Search & EmbeddingsTransformer Models & BERTReal-time PersonalizationAI Agent DevelopmentCrewAILangGraphLLM Ops & MLOps

☁️

Cloud & Infrastructure

AWSAzureGCPKubernetes & MicroservicesCI/CD & DevOpsInfrastructure as CodeCloud-Native ArchitectureAPI Platform DevelopmentPaaS & Platform EcosystemsSDK/API Integration24/7 Production Systems

👔

Executive Leadership

Global Team Leadership (200+ engineers)P&L ManagementExecutive Stakeholder ManagementStrategic Vendor PartnershipsCost OptimizationCross-functional CollaborationAI Governance & EthicsDigital Transformation

🏢

Industry Expertise

Autonomous SystemsComputer VisionMobility & TransportationMapping & GISAutomotive TechnologyFleet ManagementEnterprise AI IntegrationB2B SaaS Platforms

Experience Highlights

20+ years building AI platforms, leading global engineering teams, and driving transformative technology strategies.

Head of AI Engineering

March 2025 - Present

Krutrim

Naperville, IL

•Architected India's first Agentic AI platform (Kruti.ai) with 200+ engineers
•Delivered 50% latency reduction and 40% cost savings through multi-model LLM orchestration
•Built RAG pipelines, vector search, and real-time personalization capabilities
•Launched domain-specific AI agents for cab booking, food ordering, bill payments, image generation
•Built enterprise-grade 24/7 PaaS capabilities with SDK/API integration
•Leading enterprise adoption of agentic AI across engineering and product workflows

Agentic AILLM OrchestrationRAGVector SearchPaaS

Senior Director of Engineering

September 2023 - February 2025

Ola

Naperville, IL

•Launched Ola Maps B2B platform acquiring 13,000+ enterprise customers
•Reduced infrastructure costs by 70% via cloud-native roadmap
•Scaled to millions of daily API calls
•Introduced AI-powered real-time route optimization boosting ETA accuracy
•Led 150+ engineers across US and India
•Negotiated strategic vendor partnerships for electric mobility adoption

B2B PlatformCloud-NativeAI Route OptimizationFleet Management

Head of Infrastructure and Services

May 2023 - September 2023

HERE Technologies

Chicago, IL

•Led large-scale engineering programs in safety-critical regulated environment
•Directed global engineering for AI/ML infrastructure enabling autonomous driving
•Led global team building core infrastructure for ML/AI products

InfrastructureAI/MLAutonomous Driving

Director of Engineering - Highly Automated Driving

July 2021 - June 2023

HERE Technologies

Chicago, IL

•Delivered AI-enhanced HD mapping and lane-level automation systems
•Managed global team of 85+ engineers across North America, Europe, APAC
•Championed AI/ML advancements in automated driving improving map precision
•Supported major OEM autonomous driving platforms

Autonomous DrivingHD MappingGlobal TeamsOEM

Let's Connect

Interested in exploring AI strategies, collaborating on engineering challenges, or discussing how agentic AI can transform your business?

GitHub

Portfolio

https://prasadkavuri.com