While most enterprise AI advisors emerged with the launch of ChatGPT, K|2’s technical authority spans over three decades, from early symbolic NLP and neural network development to enterprise cloud scale and modern agentic LLM orchestration.
2021–Present | LLMs, Agentic Workflows & Enterprise AI Governance
Enterprise Deployment: Pioneered Roivant Sciences’ enterprise LLM rollout, expanding from internal chat to autonomous agentic workflows. Core member of the AI Steering Committee at Immunovant (directing Claude, ChatGPT, and Copilot implementations).
Governance & Board Advisory: Served on the Board of Directors for AI platform Razorthink. Currently advising early-stage fintech, banking, and AI governance startups on scaling, security, and risk mitigation.
2003–2020 | Hyperscale Infrastructure & The Compute Era
Scale During the "AI Freeze": Focused on building the virtualization and hyperscale compute layers required for modern AI workloads.
Enterprise Execution: Built VMware’s global Tech Ops team from 1 to 250+ engineers, architected the OneCloud IaaS platform, and designed a 20MW lights-out data center. Scaled Pivotal Software’s global IT infrastructure through its NYSE IPO.
1996–2003 | Systems Genesis & Deep Research
Research Labs: Directed technical operations across DEC’s Research Labs (acquired by HP Labs in 2002).
Core Innovations: Co-developed early VAX assembly ports for DISCO (VMware’s academic precursor), supported infrastructure for the AltaVista search engine indexing team, and authored three provisional server protocol patents at CoroSoft.
1991–1996 | Applied Heuristics & Neural Networks
Quantitative Trading & Optimization: Co-engineered finite-automata neural networks for quant trading at OTA. Applied specialized heuristic algorithms (Traveling Salesman route optimization) to enterprise logistics at Perrier.
1989–1991 | Symbolic AI & Natural Language Processing (NLP)
Pioneering Foundations: Managed core infrastructure at Cognitive Systems, supporting early commercial Symbolic AI and Natural Language Processing (NLP) systems.