Louis Vladimir Antoine

Electrical Engineer

Hardware engineer across mmWave RF, GaN devices, semiconductor process. Interested in architecture, integration, trade space.

US Army veteran. Scheduled for the FE Electrical and Computer Engineering exam.

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A b o u t M e

Louis Antoine Profile

Louis Antoine

Process Engineer

Louis Antoine Graduation

Academic Excellence

Continuous Learning & Growth

Electrical Engineer

Electrical engineer working across production floor equipment, device physics, and mmWave RF. Comfortable reading the data, working the trade space, and deciding what ships.

Semiconductor Fabrication
Quantum Optics
Machine Learning
Engineering Design
ASML Clean Room

Clean Room Operations

Advanced Semiconductor Processing

Optics Laboratory

Optical Research

Photonics & Quantum Systems

Vapor Deposition System

Thin Film Technology

Material Science Innovation

Bridging Theory and Practice

With expertise in both theoretical research and hands-on implementation, I bridge the gap between complex scientific concepts and real-world applications.

Semiconductor Process

Advanced fabrication techniques

Design Systems

Next-generation solutions

Control Systems

Advanced automation

Innovation

Scientific breakthroughs

CERN Facility

Global Research

Pushing Scientific Boundaries

Vapor Deposition System 2

Advanced Materials

Next-Gen Technology

Driving Innovation Forward

I'm passionate about pushing the boundaries of technology and driving breakthrough innovations that shape the future.

Electronics

Next-gen semiconductors

Photonics

Optical innovations

Automated Systems

Intelligent solutions

Technical Skills

Expertise across semiconductor fabrication, programming, and cutting-edge technologies

Semiconductor Fabrication

Photolithography
Thin Film Deposition (PVD/CVD/ALD)
Dry Etch & CMP
ASML Metrology Systems
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Programming & Analysis

Python Programming
MATLAB/Simulink
Machine Learning & Data Analysis
Statistical Process Control (SPC)
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Advanced Technologies

Quantum Optics & EIT
GaN/SiC Power Devices
EUV Lithography
Monte Carlo Simulation
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Featured Projects

SPECTRA-Lab: Semiconductor Characterization & MES Platform

Independent project, in active development. Semiconductor characterization and manufacturing execution platform combining a Python/FastAPI backend with a Next.js 14 frontend, PostgreSQL persistence, and a Celery + Redis async layer. Covers metrology, seven process control areas, SPC with Western Electric rules, ML and virtual metrology, and a LIMS/ELN.

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Full Maxwell-Bloch Simulation for EIT

Complete simulation framework for quantum optics experiments based on Maxwell-Bloch equations, featuring Doppler broadening, pulse storage/retrieval, and geometry effects.

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Semiconductor Process Optimization

Advanced ML-driven process control system combining CatBoost-based virtual metrology, double-EWMA control algorithms, and SPC/FDC integration. Achieves 15-25% yield improvement through real-time parameter tuning, predictive maintenance, and automated recipe optimization across lithography, etch, and deposition modules.

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DUV Energy Deposition: Monte Carlo vs Double Gaussian

Complete simulator comparing aerial image energy deposition predicted by Double-Gaussian PSF (FFT convolution) against Monte Carlo particle model. Features partial coherence modeling, flare analysis, swing curves, and comprehensive statistical validation with PDF report generation.

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Vertical GaN Power Electronics

Revolutionary 3D architecture for >1kV power devices. Vertical GaN FETs merge GaN's superior switching speed with SiC-class voltage handling, enabling next-generation EV drivetrains and utility-scale power converters.

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GaN Power Device Characterization Study

Independent project. Study of thermal modeling for InGaN/GaN HEMTs covering 3D thermal analysis, electro-thermal coupling, and piezoelectric effects. Quantitative results on the detail page are reproduced from cited literature (NASA HEMT, Talukder et al, IJAER) using MATLAB, Sentaurus TCAD, and Python.

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Electronics Photonics ML & DS Innovation

Experience & Education

Experience

Experience

Quality Inspector / MT Inspector

General Dynamics Electric Boat - Quonset Point, RI

Current

Quality and MT inspector on Virginia and Columbia class submarine programs under DoD controlled technology and NAVSEA standards.

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Experience

Senior Production Technician

ASML US - Wilton, CT

05/2021 - 2023

Build, alignment, and diagnostic execution on production photolithography systems shipped to leading-edge semiconductor fabs. Owned high-precision sub-assembly qualification under tight contamination, ESD, and tolerance controls; partnered with engineering on 8D root cause for electromechanical and optical anomalies.

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Experience

Graduate Researcher / Equipment Design & Test Specialist

University of Connecticut - Storrs, CT

10/2021 - 04/2024

Supported semiconductor and optoelectronics labs with precision measurements, front-end and back-end processing technologies. Provided guidance to undergraduate students on independent research projects.

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Military Service

Patient Administration Specialist (68G)

United States Army (Active Duty) - Fort Stewart, GA

Managed medical records, patient admissions, and healthcare administration for over 3,000 active duty personnel. Coordinated MEDEVAC operations and maintained HIPAA compliance.

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Experience

Undergraduate Student Research Assistant

University of Connecticut - Storrs, CT

2020

Conducted experimental and theoretical research on Electromagnetically Induced Transparency (EIT) in atomic systems, Monte Carlo simulations of molecular beams, and advanced quantum materials.

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Education

Education

Ph.D. Program, Electrical Engineering Not Completed

University of Connecticut - Storrs, CT

2023 - 2025

Pursued doctoral coursework and research in wide-bandgap semiconductor devices (AlGaN/GaN HEMTs); did not complete the program. Transitioned to and completed the M.S. in Electrical Engineering for industry entry.

Education

Master of Science, Electrical Engineering

University of Connecticut - Storrs, CT

05/2025

Specialized in Electronics, Photonics, and Bio-Photonics. Applied ML methods to data analysis and experimental optimization. Research focus on GaN-based power devices, SiC MOSFETs, and Monte Carlo simulation for EUV lithography.

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Education

Bachelor of Science, Physics

University of Connecticut - Storrs, CT

2020

Graduated with focus on optics, quantum physics, and experimental research. Completed undergraduate research in EIT for slow light and quantum memory demonstrations.

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Education

Associate of Science, Engineering Science

CT State Community College Housatonic - Bridgeport

Foundation in engineering principles and mathematics, preparing for advanced studies in physics and electrical engineering.

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Professional Certifications

USPTO Patent Bar Examination Registered

Registered with the USPTO Office of Enrollment and Discipline to sit for the Registration Examination for Patent Attorneys and Agents.

Registered

FE Electrical and Computer Engineering Scheduled

Fundamentals of Engineering exam: Electrical and Computer Engineering.

Scheduled

CompTIA Security+ Scheduled

Industry-standard cybersecurity certification.

Scheduled

Six Sigma Green Belt

Process improvement and quality management methodology

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Google Advanced Data Analytics

Professional certificate in advanced data analytics and machine learning

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Google IT Automation with Python

Professional certificate in Python automation and scripting

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Get In Touch

Location

New Haven, CT 06515

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