Bengaluru, India

Kamish Upadhyay

Senior GenAI / AI Architect · 8+ years

I design and ship production LLM and agentic AI systems — retrieval-augmented generation, fine-tuning (SFT/PEFT/LoRA/QLoRA), multi-turn dialogue and voice agents, and MCP-based tool orchestration — for enterprise and financial-services clients, end to end from architecture through deployment and monitoring.

Selected work

• Led GigaOCR — a multimodal document extraction system (Hugging Face Transformers, olmOCR, vLLM, Qwen3-VL) for scanned documents, invoices, and handwritten forms.

• Built a multimodal AI compliance platform analyzing chemical product regulations across 50+ countries (CLIP, FAISS, Neo4j, GPT-4) — ~70x faster compliance processing.

• Designed an AI-driven onboarding & KYC verification system on AWS combining OCR and LLM-based risk profiling.

Full experience & project history →

Books

Three technical books, free to read — architecture guides on agentic AI platforms, quantum computing for AI engineers, and AI leadership.

• From Prototype to Autonomous Enterprise

  Scaling AI Agents, Platforms, and Intelligent Workflows

• Quantum Computing for AI Engineers

  From Basic Principles to Quantum Machine Learning, Novel Neural Architectures, and Quantum-Safe Systems

• The AI CEO

  How Leaders Build AI-First Organizations

Browse all books →

Latest from the blog

• Why I'm Writing About Agentic AI, RAG, and MCP

  September 19, 2026

  Starting this blog to document the architecture decisions, failure modes, and lessons behind the enterprise GenAI systems I build.

Read all posts →