Minh Nguyen

Research Scientist & Simulation Engineer | Los Alamos PhD & Former Battelle | Engineering & Physics | Defense & Aerospace | Clearance-Eligible | Local San Diego CA Resident | Military Career Accelerator Fellow

Role
Ai Ml Systems Validation Specialist at Handshake
Location
San Diego, CA, US
LinkedIn followers
500 followers

About Minh Nguyen

I am a modeling and simulation specialist focused on high-fidelity numerical modeling and probabilistic risk assessment. My background at LANL, Battelle, and Schlumberger involves using stochastic methods to optimize lifecycle performance and ROI for multi-million dollar assets.Reservoir Engineer with 10+ years of global and domestic experience in conventional reservoirs, hydrocarbon recovery, and CCUS for various basins in Asia, Europe, and North America. CO2 Sequestration Experience:• Expertise in CO2 injection simulation in saline aquifers, subsurface uncertainty analysis, Area of Review (AoR) delineation, Underground Injection Control (UIC) Class VI permitting, and subsurface characterization. Operational Support and Compliance:• Proven record of increasing hydrocarbon recovery by 15%, cutting drilling costs by $2M+ through Stratigraphic Test Wells (STWs) and Modular Drillstem Tests (MDTs), exceeding $5M+ in sales revenue, and delivering four federal UIC Class VI permit applications on time and under budget using CMG and Petrel. Leadership and Software Skills:• Demonstrated ability to coordinate cross disciplinary teams, optimize storage fields (5+), and develop risk-informed strategies for EPA UIC regulatory compliance. Proficient in Petrel, CMG, ECLIPSE, and IHS Welltest.

Experience

  1. Ai Ml Systems Validation Specialist

    Handshake

    Nov 2025 — Present

    AI Quality Assurance: Perform QC/QA on AI model outputs to identify performance deficiencies and edge-case failures, ensuring high-accuracy results for complex data matching.

Education

  • The University of Kansas

    MS, Petroleum Engineering

  • University of Wyoming

    PhD, Geology/Geophysics

Skills

  • Reservoir Management
  • Risk Assessment
  • Microsoft Office
  • Petroleum
  • Petrel
  • Goldsim
  • Aqtesolv
  • Geology
  • Matlab
  • Fortran
  • Characterization
  • Petroleum Engineering
  • Fluids
  • Reservoir Engineering
  • Drilling
  • Modeling
  • Reservoir Simulation
  • Reservoir Modeling
  • Eclipse
  • Arcgis

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Minh Nguyen — Ai Ml Systems Validation Specialist at Handshake in San Diego, CA, US | Unifers