Electrified systems
High-voltage power distribution, battery systems, inverters, range estimation, and battery conditioning.
SYSTEMS ENGINEER · NOVI, MICHIGAN
Amin
Sehati.
Connecting hardware,
software & intelligence.
From high-voltage energy systems to applied AI, I bring a systems perspective to complex engineering challenges.
SYSTEMS, CONNECTED.01 / PERSPECTIVE
CERTIFIEDINCOSE CSEP
FUNCTIONAL SAFETYTÜV SÜD
CLOUD & AI7 AWS certifications
INNOVATIONU.S. patent holder
01 / ABOUT
The whole system.
Every detail.
I work where disciplines meet: electrical systems, software, controls, and the people bringing them together.
I’m an INCOSE Certified Systems Engineering Professional and TÜV SÜD Functional Safety Engineer with eight years of automotive mechatronics experience across Germany and the United States.
Currently, I own energy systems functions at Scout Motors as a contractor, connecting requirements, architecture, simulation, and validation from concept to launch. Alongside my automotive work, I build tools that apply AI to engineering problems.
Systems & safety
Requirements, MBSE, ISO 26262 safety concepts, and validation across the full automotive V-cycle.
Applied intelligence
LLM-powered engineering tools, causal modeling, cloud infrastructure, and embedded machine learning.
02 / SELECTED WORK
Ideas into
working systems.
A selection of personal projects,
research, and automotive innovation.
AI · REQUIREMENTS ENGINEERING01
Specification
PDFValidated requirements
{ JSON }
PDFValidated requirements
{ JSON }
PERSONAL PROJECT / pdf_ParserFrom documents
From documents
to requirements.
An LLM pipeline that converts specification PDFs into structured, schema-validated requirements, with defensive parsing and repair for noisy supplier documents.
AI · CAUSAL MODELING02
Technical knowledge
RelationshipsInteractive model
Simulation
RelationshipsInteractive model
Simulation
PERSONAL PROJECT / fcmMaking causal
Making causal
relationships visible.
A system that extracts causal relationships from technical documents, stores them in a graph database, and simulates an interactive Fuzzy Cognitive Map for risk and system-behavior analysis.
PATENT & RECOGNITION
Driver assistance,
through a smartphone.
Sole inventor of a driver-assistance system that evaluates driver behavior through a smartphone connected to a vehicle control unit. U.S. patent granted in February 2026.
1st placeFEV Innovation AwardNorth America · 2023
03 / EXPERIENCE
Built on
experience.
From vehicle dynamics and embedded software to ownership of complex energy systems.
Read the full CVNOV–DEC 2025 · MAR 2026–PRESENTCURRENT
Scout Motors
Feature / Function Owner — Energy Systems
Contractor · Novi, Michigan
End-to-end ownership of HV power distribution, range estimation, driving statistics, and battery conditioning, from requirements through validation and launch.
Motion Grazer AI
IoT Machine Learning Engineer
Part-time · Remote
AWS cloud and edge infrastructure, Python ML solutions, and deployment of the SIMKit software stack across Linux-based NVIDIA Jetson devices.
FEV North America
Senior Systems Engineer
Previously Systems Engineer & ADAS Software Engineer · Auburn Hills, Michigan
HV battery and inverter requirements, safety concepts, system architecture, FMEA, and validation planning. Earlier work in MBSE coaching and embedded ADAS software.
FEV Europe
Project Engineer
Aachen, Germany
Automotive control requirements, SysML architecture, ASPICE and AUTOSAR software design, and MATLAB/Simulink plant models for real-time simulation.
04 / FOUNDATION
Always building on it.
Education
M.Sc. Automotive Engineering
Eindhoven University of Technology
Dynamics & ControlM.Sc. Information Studies
Trine University
Cloud computing, data science & systemsB.Sc. Aerospace Engineering
Sharif University of Technology
Professional credentials
- Certified Systems Engineering ProfessionalINCOSE · CSEP
- Functional Safety EngineerTÜV SÜD
- Certified Associate in Project ManagementProject Management Institute · CAPM
- Seven AWS certificationsMachine Learning Engineer, Solutions Architect, Developer, SysOps & Data Engineer — Associate; AI & Cloud Practitioner
PUBLICATION · ICAART 2026
Comparative Analysis of AI Agent Architectures for Entity Relationship Classification
M. Berijanian, K. Singh & A. Sehati · Proceedings of the 18th International Conference on Agents and Artificial Intelligence, Vol. 1, pp. 193–200.
SHARING KNOWLEDGE
System Modeling workshop co-host, Apple Manufacturing Academy 2026
INCOSE Michigan Systems Engineering Study Group cohort moderator 2023