Louis Antoine
Stratford,CT
Summary
Driven graduate offering advanced knowledge in Semiconductor Device Modeling and Physics to add value to a dynamic team. Proven success in working within collaborative environments to drive innovation and advance research. Seeking an Engineering opportunity to assist in driving the company's objectives. Adept at working effectively unsupervised and quickly mastering new skills.
Overview
13
13
years of professional experience
Work History
Graduate Research Assistant
University of Connecticut
Storrs , CT
2022.10 - Current
- Designed research and experimental studies, executing research techniques, tests and assays.
- Gathered, reviewed and summarized literature from scientific journals.
- Sentaurus Device-Technology computer Aided Design (TCAD) simulation and device compact modeling
- Perform characterization of GaN devices including DC&RF tests
- Data analysis and model extraction
- Conducted research on high-speed heterostructure devices and memristor-based memory solutions, aiming at enhancing data storage and retrieval efficiencies.
- Developed expertise in FEOL and BEOL processes through a hands-on project involving the fabrication of a GaN PIN diode, focusing on EUV detection capabilities.
- Implemented process optimizations and developed short-term containments and structural solutions for production challenges.
Production Tester
Asml Us
Wilton , CT
2021.05 - 2022.09
- Used standardized tools and electronic equipment (i.e., torque wrenches, electric and pneumatic screwdrivers and ball drivers, lifting equipment, computers, oscilloscopes, Voltage and current probes, multimeters) to assemble/install/remove or perform testing and troubleshooting.
- Performed and reviewed Statistical Process Control (SPC), including data collection, charts and graphs.
- Performed a variety of moderately complex technical service/support duties requiring specialized knowledge (sub-assembly, assembly, build, test, R&D, QA)
- Completed post-installation tests, checking functionality.
- Used optical testing instrumentation and tools such as lasers, Interferometry, spectrometers and power meters to obtain and analyze results.
- Performed sub-system assembly, optical alignment, functional test, equipment calibration, station setup and process development support. Assists with making recommended changes in design, methods, and procedures to enhance product quality.
- Troubleshoot failures with pressurized Gas, and Water systems with Helium.
- Installed electrical connectors to modules.
- Experienced with electro-optical and/or Optical-mechanical systems as well as imaging, testing, alignment or detector system, GUI building. ( The YieldStar 375 F, 380 G, 1385 Scanning electron microscope (SEM) )
- worked in a clean room environment, wearing coveralls, hoods, booties, safety glasses and gloves for entire duration of shift.
- Conducted troubleshooting techniques to resolve issues that had been detected with sensor equipment.
- Operated various diagnostic tools to determine repair plans.
Undergraduate Research Assistant (Quantum Optics)
University of Connecticut, School of Pharmacy
Storrs , CT
2020.05 - 2020.08
- Gathered, reviewed and summarized literature from scientific journals.
- Participated in research project observing Quantum interference effect with intention of compiling data from Electromagnetic induced Transparency conditions for Laser Cooling.
- Entered test data into analysis programs and databases to assess results.
- Prepared reports, presentations and articles using Microsoft Word and PowerPoint.
Patient Administration Specialist
Military Enlisted
Hinesville , GA
2016.01 - 2017.11
- Utilized computerized Resource and Patient Management System (RPMS) and Electronic Health Record (EHR) system.
- Delivered quality patient care from admission to discharge through direct supervision of all nursing and ancillary staff.
- Maintained strict patient data procedures to comply with HIPAA laws and prevent information breaches.
- Used facility EMR system to update patient records, transmit prescriptions and transfer files.
- Audited internal data and processes to identify and manage initiatives, improving business performance.
- Assisted with efforts to track, evaluate and report on impact of programs using multiple data sources.
Cashier Specialist
Walmart
Norwalk , CT
2011.03 - 2015.12
- Achieved great customer satisfaction rating by providing excellent customer service.
- Prepared daily cash register drawers by carefully counting out correct change levels and documenting totals.
- Trained new team members in cash register operation, stock procedures and customer service.
Education
Ph.D. - Electrical Engineering
University of Connecticut
Storrs, CT2024-05
Bachelor of Science - Physics
University of Connecticut
Storrs, CT08.2020
Skills
- Microsoft Office
- MATLAB
- Python
- Data Analysis
- Machine Learning, Deep Learning
- Image classification: Model Selection -Convolutional Neural Networks (ResNet, VGG), Transfer Learning.
- PyTorch, NumPy, Matplotlib
- Monte Carlo Technique: MCM for Parameter Optimization for Spiking NeuralNetwoks (SNN), Neural Dynamics and Functional Connectivity, Stochastic Analysis of Heat generation and dissipation in semiconductor devices.
- Sentaurus Device
Technology Computer-Aided Design (TCAD)
- Troubleshooting and Testing
- Engineering Design / Semiconductor Devices and Modeling ( Bipolar Transistor, MOSFET, JFET, Optical Devices, pn junction, nano/micro scale Transport Phenomena, ion Implantation, radiation and hot electron effects)
- Memory Devices Technology ( DRAM, SRAM, Flash Memory Ferroelectric memory, Phase changed memory, Resistive memory)
- Semiconductor fabrication processes, optical testing, and system troubleshooting, with a focus on precision and efficiency.
- FEOL Material Deposition (PVD, CVD), Photolithography, Doping, Etching, Gate Formation.
- BEOL Interconnects (Metallization, Dual DamasceneProcess), Dielectric Materials, Planarization (Chemical Mechanical Polishing CMP), Passivation, RC delay, Electromigration, Thermal Management.
- Teamwork and Collaboration
- Supervision & Leadership
Projects
GaN-based PIN Diode for EUV Detection
Designed and simulated a Gallium Nitride (GaN) PIN diode optimized for Extreme Ultraviolet (EUV) photon detection, addressing the need for high sensitivity and reliability in lithography equipment monitoring.
Utilized Synopsys Sentaurus for device simulation, analyzing the effects of GaN material properties on diode performance, including responsivity and dark current characteristics.
Fabricated prototypes in a cleanroom environment, implementing a novel etching process to improve surface quality and device performance.
Conducted experimental validation, demonstrating enhanced EUV detection efficiency compared to traditional silicon-based detectors.
Image Classification Using Convolutional Neural Networks (CNN)
Developed a CNN model to classify images from a dataset of [number] images into [number] distinct categories, using TensorFlow and Keras.
Preprocessed image data for optimal training performance, including normalization, augmentation, and dimensionality reduction techniques.
Implemented transfer learning using VGG16 architecture, fine-tuning the model to achieve 84% accuracy on the validation set.
Memory Device Using Phase Change Material
Led a project to develop a non-volatile memory device using Ge2Sb2Te5 (GST) phase change material, aiming to improve data storage density and speed.
Designed device architecture and conducted simulations to optimize electrical and thermal properties for rapid and reliable phase transitions.
Collaborated with material scientists to fabricate devices, employing sputtering and annealing techniques to achieve desired crystalline structures.
Performed electrical testing to evaluate write-erase cycles, endurance, and data retention capabilities.
Timeline
Graduate Research Assistant
University of Connecticut
2022.10 - Current
Production Tester
Asml Us
2021.05 - 2022.09
Undergraduate Research Assistant (Quantum Optics)
University of Connecticut, School of Pharmacy
2020.05 - 2020.08
Patient Administration Specialist
Military Enlisted
2016.01 - 2017.11
Cashier Specialist
Walmart
2011.03 - 2015.12
Ph.D. - Electrical Engineering
University of Connecticut
Bachelor of Science - Physics
University of Connecticut
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