Vikram Jha's picture
Open to Collab

Vikram Jha

invincible-jha

AI & ML interests

For 15+ years, I've architected production-grade AI systems, now focused extensively on underserved sectors—construction engineering, HVAC, data center operations, enterprise SaaS, fintech, insurtech, edtech—alongside cross-industry deployments in high AI adoption domains like healthcare, biotech, and cybersecurity. As founder of Pucho Digital Health Inc., Pucho Life Sciences Inc., and now MuVeraAI, I build cross-industry AI platforms driven by context graphs, ontologies, and semantic graph architectures across US and European markets. Context graphs and semantic ontologies are the core—enabling multi-agent orchestration, reasoning-capable LLMs, and compliant data exchange to deploy across industries. Technical depth spans frontier GenAI models, advanced RL (Constitutional AI, RLHF/RLAIF), federated learning, edge AI, digital twins, and decentralized architectures. Proven across industries: → 25+ AI systems deployed across insurance, retail, banking, telecom, hospitality, sports, healthcare, and regulatory compliance → 8 multi-agent platforms: CX automation, regulatory RAG, digital twins, knowledge systems → Enterprise voice AI cutting insurance ops 40%; retail AI across 73 locations; NLP at 75K docs/day → Multilingual AI: 22+ languages in Enterprises across different B2B & B2B2C sectors and domains Responsible AI is architectural, not aspirational. Every system implements NIST AI RMF 2.0, EU AI Act compliance, adversarial defense, and privacy-preserving federated learning. Zero-trust cybersecurity is foundational. What fuels me: underserved sectors—construction (27% AI adoption), HVAC/data centers ($400B+ infrastructure wave), edtech ($32B+ AI market by 2030) etc. —sitting on exponential disruption, waiting for the right knowledge architectures. Simultaneously, agentic AI, digital twins, quantum-enhanced discovery, and advanced RL are transforming high-adoption domains. The pace demands relentless learning. I embrace that obsessively. Currently advancing: cross-industry multi-agent platforms on context graphs and semantic ontologies, domain-specific LLMs for underserved verticals, quantum-AI molecular simulation, decentralized data architectures, digital twins for industrial and clinical use, and AI-driven cybersecurity. The constant across 15+ years: translating frontier AI into production systems that create measurable impact—optimizing construction workflows, powering data center intelligence, improving health outcomes, or democratizing access across industries. Technology only matters when it creates real impact.

Recent Activity

Organizations

MuVera AI Corporation's profile picture Hugging Face Discord Community's profile picture GreenForces AI Inc.'s profile picture Hugging Face MCP Course's profile picture MCP-1st-Birthday's profile picture