Generative AI Trainer & FDP Facilitator
Generative AI trainer with 90+ workshops and sessions delivered across India since 2019 — teaching faculty and teams to verify AI output before they trust it. Ran a 3-day/18-hour laboratory-based Faculty Development Programme and applied AI workflow automation for Auroville NGO operations. Daily working instruments include ChatGPT, Claude, Gemini and Perplexity; I teach verification — catching a fabricated citation, a confident wrong number, a chart that flatters the data.
2019 – present Workshop Facilitator — AR/VR, Web3, UX & AI
Pan-India (college faculty, students, creative professionals, working teams)
2012 – present Freelance Designer — Graphic, Brand & Visual Design
Independent (global clients)
Aug 2024 – Jan 2025 Mentor & Facilitator — Healthcare Innovation Hackathons
IIT Tirupati × Aravind Eye Care; Aravind Centre Pondicherry × VIT
2024 Generative AI Trainer / AI Consultant
Integral World, Auroville + institutional FDP engagements
Generative AI
ChatGPT, Claude, Gemini, Perplexity, DeepSeek (daily working instruments); Advanced prompt engineering, context engineering, CoT, meta-prompting; Output evaluation, fact verification, hallucination detection; Ollama (local models, PC and mobile, text generation).
Data & Automation
AI-assisted data cleaning & interpretation, data visualisation/dashboards; Multi-agent research systems, multi-agent orchestration; Agentic orchestration architecture & handover (consulting, not running); Browser automation via CDP, MCP tool servers.
Coding & Agents
Claude Code, Cursor, GitHub Copilot, Hermes (AI-assisted product building); Vibe coding: Cursor, Bolt, Lovable, v0, Replit; AI-assisted web design, AI-assisted graphic design; AI-assisted automation; MCP tool servers, loop engineering, graph engineering.
Multimodal AI
ComfyUI, Stable Diffusion, diffusion video; Local open-source workflows for text, image, video, audio and 3D; Text-to-speech and speech-to-text pipelines; Vector graphics, web design, audio, 3D and Web Experience Design; Speech-to-text (faster-whisper, GPU), audio spectral analysis; 3D Gaussian Splatting, NeRF (training, editing); TouchDesigner, Meta Quest 3, WebXR.