Minh Tri L. Email & Phone Number

Greater Grenoble Metropolitan Area

"Constrained deep learning for MEMS sensors-based applications"CIFRE contract with Inria Grenoble Alpes• Demonstrated ability to collaborate and innovate within international R&D teams through patents, and papers in international conferences• Delivered two prototypes with live demos for audio, and gesture recognition running a tiny neural network• Researched a novel algorithm for flexible parameter precisions down to 1-bit, reducing model size by 50% with acceptable loss• Created and developed an industry-standard software to train and deploy neural networks on the most constrained hardware (< 8KB)Keywords: Neural Networks, TinyML, Model Compression (Pruning, Quantization, Knowledge Distillation, ...), Edge Inference, Sensors, R&D, Innovation, Prototyping

Greater Grenoble Metropolitan Area

"Constrained deep learning for MEMS sensors-based applications"CIFRE contract with Inria Grenoble AlpesStatify research team Keywords: Neural Networks, TinyML, Model Compression (Pruning, Quantization, Knowledge Distillation, ...), Edge Inference, Sensors, R&D, Innovation, Prototyping

Grenoble Area, France

Research project: Deep Learning applied to CPU constrained targets. This constitutes the first part of a broader PhD thesis.Keywords: Constrained/embedded neural networks, autoML, quantization, TensorFlow, Keras, TensorFlow lite• Objectives include: Outperforming current classic algorithms in accuracy, power consumption & efficiency of the design cycle (from problem definition to deployment)• First application to fingerprints: ‣ Project 1: Image classification of dry versus wet finger ‣ Project 2: Detection of finger push or pull events

Austin, Texas Area

Development of an application for a cloud connected keyboard• Implemented and suggested new features: Dashboards for socket connections and task scheduler (w/ Angular 5)• Improved real-time communication latency with socket connection to receive signals from the cloud to the application in ≈30ms• Manage data coming in and out from the cloud to the application• Project management and code development with Scrum & KanbanKeyword: Front end development, Back end development, Angular 4/5, JavaScript, TypeScript, HTML5, CSS3, Bootstrap, Nodejs, Electron, REST API, WebSocket

Pomeranian District, Puck County, Poland

Intercultural internship: Workaway volunteer• Welcoming the guests, preparing the meals and guest rooms• Living within a foreign culture : Analysis of cultural differences at work and in social interactions

Angoulême, France

Worker internship:• Checking the conformity of electronic cards by testing• Comprehending firm’s organization and labor work difficulties

Doctor Of Philosophy - Phd, Artificial Intelligence

CIFRE contract with TDK InvenSense & Inria Grenoble "Constrained deep learning for MEMS sensors-based applications" Doctoral School.

Master Of Science In Engineering, Computer Science And Engineering, Data Mining And Decision Support

Activities and Societies: • Erasmus Student Network : Team Event member (Spring 2017) • Data Venture : Contest Team member (Spring 2017)

Laurea Magistrale, Ingegneria Informatica

Double master degree: European Master in Engineering for Complex and Interacting System (EMECIS)

Master Of Science, Complex Systems Engineering - Specialized In Machine Learning And Optimization Of Complex Systems

Master of Science in machine learning and optimization of complex systems, complementary to my engineering studies at the UTC

Summer School, Italian Language And Literature, 29/30

1 month Italian language course, A1 level. Granted 8 ECTS.