{ "schema_version": "1.0", "name": "Prasad Kavuri", "current_role": "VP / Head of AI Engineering", "target_roles": [ "VP of AI Engineering", "Head of AI Engineering", "CTO - AI Transformation", "Chief AI Officer" ], "location": "Naperville, IL (Greater Chicago Area)", "open_to_remote": true, "description": "Executive AI Engineering leader with 20+ years experience operating 13 production AI systems. Available for VP/Head of AI Engineering roles.", "experience_summary": "Applied AI engineering executive with 20+ years building production-grade AI platforms at enterprise scale. Specialises in agentic orchestration, LLM FinOps, and responsible AI governance. Led AI infrastructure serving 13,000+ B2B customers at Krutrim/Ola; scaled global AI platforms at HERE Technologies across APAC, EMEA, Americas. Primary differentiator: bridges AI research and enterprise reliability.", "core_capabilities": [ "Agentic Orchestration", "LLM FinOps", "Production AI Governance", "Global Engineering Leadership", "LLMOps & Observability", "Multi-Agent Systems", "Evaluation Frameworks", "MCP Protocol", "RAG Pipelines", "Drift Monitoring", "HITL Checkpoints" ], "leadership_scope": { "team_size": "200+ engineers", "organizational_impact": "Cross-functional AI platform ownership across product, infra, and data spanning US, Europe, and India" }, "verified_impact_metrics": { "latency_reduction": "50%", "infrastructure_cost_reduction": "70%", "b2b_customers": "13000+", "engineers_led": "200+", "production_ai_systems": 13, "years_experience": 20 }, "technical_domains": { "ai_platform": ["Multi-Agent Orchestration", "RAG Pipelines", "LLM Routing", "Eval Frameworks", "Browser WASM Inference", "WebGPU"], "infrastructure": ["LLMOps", "FinOps", "Observability", "Drift Monitoring", "OpenTelemetry"], "governance": ["HITL Checkpoints", "Guardrails", "Audit Trails", "Compliance Dashboards", "Prompt Injection Detection"] }, "key_differentiators": [ "Production-first mindset: every system ships with observability and guardrails", "FinOps discipline: 70% cost reduction through intelligent LLM routing", "Governance expertise: HITL, drift monitoring, and accountability frameworks", "Scale experience: enterprise AI across APAC, EMEA, Americas", "13 live production AI demos demonstrating real engineering, not slides" ], "portfolio_demo_urls": { "llm_router": "https://www.prasadkavuri.com/demos/llm-router", "multi_agent": "https://www.prasadkavuri.com/demos/multi-agent", "rag_pipeline": "https://www.prasadkavuri.com/demos/rag-pipeline", "evaluation_showcase": "https://www.prasadkavuri.com/demos/evaluation-showcase", "enterprise_control_plane": "https://www.prasadkavuri.com/demos/enterprise-control-plane", "mcp_demo": "https://www.prasadkavuri.com/demos/mcp-demo", "governance": "https://www.prasadkavuri.com/governance" }, "links": { "website": "https://www.prasadkavuri.com", "linkedin": "https://linkedin.com/in/pkavuri", "github": "https://github.com/prasad-kavuri", "resume_md": "https://www.prasadkavuri.com/resume.md", "llms_txt": "https://www.prasadkavuri.com/llms.txt", "calendar": "https://calendly.com/vbkpkavuri" }, "contact": { "email": "vbkpkavuri@gmail.com", "linkedin": "https://linkedin.com/in/pkavuri", "calendly": "https://calendly.com/vbkpkavuri" }, "expertise": [ "Agentic AI", "LLM Orchestration", "RAG Pipelines", "Vector Search", "Enterprise AI Strategy", "Global Engineering Leadership (200+ engineers)", "AI Platform Architecture", "Multi-Agent Systems", "AI Governance" ], "experience_summary": { "years": 20, "leadership_scope": "Enterprise AI platform strategy, global engineering leadership, and operational governance.", "career_highlights": [ "Ex-Krutrim: built and scaled enterprise-grade Agentic AI platform capabilities", "Ex-Ola: delivered platform transformation for Ola Maps and large-scale enterprise adoption", "Ex-HERE: led global mobility and mapping engineering programs for automotive ecosystems" ] }, "credentials": { "companies": [ "Ex-Krutrim (Agentic AI Leader) — Architected India's first Agentic AI platform (Kruti.ai); Head of AI Engineering", "Ex-Ola (13K B2B Customers) — Led Ola Maps platform serving 13,000+ enterprise customers across logistics, automotive, and mobility verticals", "Ex-HERE Technologies (18-year tenure) — Director of Engineering for Highly Automated Driving; HD maps for global OEM autonomous platforms" ], "focus_areas": [ "Enterprise AI Platforms", "Agentic AI Systems", "Multi-model orchestration", "AI governance", "RAG and retrieval systems", "Real-time personalization", "Mobility, maps, and platform leadership" ] }, "impact_metrics": { "cost_reduction": "70% infrastructure cost reduction delivered at Ola via FinOps-aware LLM routing and inference optimisation", "latency_improvement": "50% p99 latency reduction at Krutrim through quantisation, speculative decoding, and multi-model routing", "enterprise_scale": "13,000+ B2B customers enabled at Ola Maps through platform API strategy and developer tooling", "team_scale": "200+ engineers led across Krutrim, Ola, and HERE Technologies spanning US, Europe, and India", "ai_systems_in_production": 13, "years_experience": 20 }, "agent_capabilities": [ "Design and scale governed multi-model AI platforms", "Lead retrieval architecture and RAG quality programs", "Drive model routing, latency optimization, and cost control", "Build enterprise-safe AI governance and observability controls", "Translate executive objectives into measurable AI product outcomes" ], "domains": [ "Enterprise AI", "Mobility", "Maps and geospatial platforms", "Developer platforms", "Autonomous systems" ], "target_roles": [ "VP AI Engineering", "Head of AI Engineering", "Head of AI Platform", "Director/Senior Director AI Engineering" ], "certifications": [ { "name": "Google Cloud Certified - Generative AI Leader", "issuer": "Google Cloud", "status": "active" } ], "experience_years": 20, "notable_achievements": [ "Architected India's first Agentic AI platform (Kruti.ai)", "Led 13,000+ enterprise customer acquisition at Ola Maps", "50% latency reduction via multi-model LLM orchestration", "70% infrastructure cost reduction at Ola" ], "availability": "Open to VP / Head of AI Engineering roles", "location": "Naperville, IL (Chicago area)", "reasoning": { "philosophy": "Prioritises FinOps, Agentic Orchestration, and responsible AI governance. Designs systems that degrade gracefully, audit themselves, and surface cost signals to non-technical stakeholders.", "approach": "Production-first: every demo ships with observability, guardrails, and a clear ROI narrative. Treats AI reliability as a risk management problem, not just an engineering one.", "leadership_style": "Cross-functional — bridges ML engineering and executive communication. Translates 'latency p99' into 'customer impact' and 'token cost' into 'budget forecast'." }, "impact": { "highlights": [ "50% latency reduction at Krutrim via quantisation + speculative decoding", "70% cost savings demonstrated via FinOps-aware LLM routing patterns", "Built evaluation framework catching hallucination regressions pre-production", "Deployed multi-agent orchestration with HITL checkpoints and full trace propagation" ], "markets": ["Chicago", "APAC", "Remote-first AI leadership roles"], "open_to": ["AI Director", "Head of AI Engineering", "Principal AI Architect", "Staff AI Engineer"] }, "portfolio": "https://www.prasadkavuri.com", "demos": [ {"name": "RAG Pipeline", "url": "https://www.prasadkavuri.com/demos/rag-pipeline"}, {"name": "LLM Router", "url": "https://www.prasadkavuri.com/demos/llm-router"}, {"name": "Vector Search", "url": "https://www.prasadkavuri.com/demos/vector-search"}, {"name": "AI Evaluation Showcase", "url": "https://www.prasadkavuri.com/demos/evaluation-showcase"}, {"name": "Multi-Agent System", "url": "https://www.prasadkavuri.com/demos/multi-agent"}, {"name": "MCP Tool Demo", "url": "https://www.prasadkavuri.com/demos/mcp-demo"}, {"name": "Enterprise Control Plane", "url": "https://www.prasadkavuri.com/demos/enterprise-control-plane"}, {"name": "Native Browser AI Skill", "url": "https://www.prasadkavuri.com/demos/browser-native-ai-skill"}, {"name": "AI Portfolio Assistant", "url": "https://www.prasadkavuri.com/demos/portfolio-assistant"}, {"name": "Resume Generator", "url": "https://www.prasadkavuri.com/demos/resume-generator"}, {"name": "Multimodal Assistant", "url": "https://www.prasadkavuri.com/demos/multimodal"}, {"name": "Model Quantization", "url": "https://www.prasadkavuri.com/demos/quantization"}, {"name": "AI Spatial Intelligence & World Generation", "url": "https://www.prasadkavuri.com/demos/world-generation"} ] }