5+ years building production Simulation Platforms, Digital Twins, Agentic AI Orchestration, and Natural Language Processing systems for fleet operations, matching markets, healthcare, space systems, and supply chains. Delivered $500K+ in funded systems for the United States Federal Government and commercial clients.
Agent-based modeling, discrete event simulation, system dynamics, Monte Carlo, operations research, process optimization.
Sentiment analysis, text classification, RAG architectures, large language model integration, hallucination mitigation.
Process-Oriented Digital Thread. Macro-micro service bridging. Predictive maintenance for federal operations.
Federal grant acquisition. Multi-stakeholder delivery. Proposal-to-production lifecycle.
Systems Engineering. 40+ students per course.
Manufacturing, Safety, Data Science. 70+ students.
Rocket building mentorship.
End-to-end pipeline for US Navy work orders. 160,000+ records, 687 abbreviations, 1,550 misspellings. Delivered to Department of Defense. Running in production.
Agent-based model, 42,000+ applicants. NSF EAGER Grant #2333570 ($198,534). Winter Simulation Conference 2026, the premier international forum for system simulation.
Hybrid graph-tree retrieval-augmented generation for mission-critical medical applications. Severity-based routing with compliance verification. 35% critical-case recall improvement, 42% ICU error reduction.
Framework optimizing LLM-based agent orchestration via hierarchical task classification, dynamic agent roles, and multi-objective evaluation. Uses Llama 3.2-3B for meta-reasoning.
Multi-state model clustering specialized language models (DLMs + SLMs) for region-specific healthcare. Dynamic orchestrator adapts to local dialects and epidemiological data. Published at IEEE SoSE 2025.
Transitional framework bridging outsourced microservices with intrinsic systems via shared protocols, adaptive feedback loops, and standardized models. Department of Defense Digital Engineering Initiative.
Process-oriented carbon scoring (Verra VCS 4.7, UN SDGs). Ties emissions to operational processes instead of offset purchases. LLM-powered training module. Zero to $98K revenue in 8 weeks.
Designed and prototyped CubeSat using shape memory alloy technology at German Orbital Systems, Berlin. Launched to low-Earth orbit. Still operational in space.
Proposes that engineered AI faces a bandwidth-limited intelligence ceiling arising from sensor/actuator capacity. Dual-channel model separating physical I/O from representational capacity. Published at HICSS 2026.
25+ peer-reviewed papers across simulation, AI, healthcare, and space systems.
Best Presenter, GSGA, ODU
National Entrepreneur, Blackstone LaunchPad
NASA Rover Challenge (Mentored, Runners Up)
Global Innovation, Micron Technology
Grand Award, DRDO, Indian Air Force
President's Fellowship, Skolkovo Foundation
Limca Book of Records, sounding rockets
Top 100 Innovators of India, CII
Product Design, Dassault Systèmes
Best Innovation, DST, Govt. of India
Modeling & Simulation, Operations Research, Applied AI, Digital Twin Architecture, Technical Program Leadership.
