Minh-Tri-Tue LE has over two years of experience applying machine learning and deep learning techniques for computer vision problems. He has a master's degree in data science from Télécom Paristech with a GPA of 3.95/4.00. His past projects include using convolutional neural networks for food image classification and building recommendation systems using machine learning on Spark. He is proficient in Python, C/C++, and Matlab.

1. Minh-Tri-Tue LE
Address: 210 avenue Roumanille, 06410 Biot, France – Phone: +33 6 1416 2075
Email: lemtt@eurecom.fr – LinkedIn: www.linkedin.com/in/tuele
KEY STRENGTHS
• Two-year experience in applying machine learning for computer vision problems
• Six-month experience in deep convolutional neural network (DCNN)
• Proficient in C/C++, Python, Matlab
• Solid background in mathematics, data structure and algorithms
• Enthusiasm on research and interest in challenges
PROFESSIONAL EXPERIENCE
Semester Project “Intelligent Data Collector” (September 2016- Present)
Data Science Laboratory - Eurecom, Biot, France – Collaborate with IBM Corporation
• Apply saliency prediction using DCNN to automatically get main content of food images
• Propose a novel intelligent filtering process to identify accurate training examples for food categories
• Create a system for automatic expansion of food image and recipe dataset from the internet
• Train augmented dataset with DCNN to reach higher classification accuracy
Semester Project “Big Data Processing with Spark” (March 2016-July 2016)
Data Science Laboratory - Eurecom, Biot, France
Completed the series of real-life data science projects using machine learning library in PySpark:
• Suggested new music to users by building recommendation system based on alternating least squares
• Predicted airplane delays in US real flight data using random forest
• Estimated financial risk through Monte Carlo simulation
• Detected anomaly in network traffic with k-means clustering
• Discovered patterns of activity as the zebra fish behaves over time by analyzing neuro-imaging of its brains
Bachelor’s Thesis "Sketch Recognition System” (December 2013-July 2014)
University of Science, Ho Chi Minh, Vietnam
• Implemented spatial pyramid matching model to sketch recognition problems.
• Increased flexibility by replacing k-means clustering with sparse coding algorithms
• Improved computational efficiency by using linear support vector machine instead of non-linear one
• Achieved 63.37% accuracy and overcome state-of-the-art model published in SIGGRAPH 2012 (56%)
Teaching Assistant (September 2013-July 2015)
University of Science, Ho Chi Minh, Vietnam
• Organized weekly seminar for machine learning laboratory about pattern recognition and deep learning topics
• Instructed students in data structure and algorithms courses, introduction to C/C++ programming courses
• Encouraged the practice of students in algorithms with weekly small ACM-ICPC competitions
EDUCATION
Master of Engineering in Data Science (M.Eng)
Télécom Paristech (Campus: Eurecom), France – Current GPA: 3.95/4.00
Bachelor of Computer Science (BS), Honors program (2010- 2014)
University of Science, Vietnam – GPA: 9.19/10.00 – Ranking: 3/2500
LANGUAGES
Vietnamese: Native speaker English: Professional working proficiency (TOEFL ITP 547/677)
AWARDS
Scholarship: Eiffel Excellent, Télécom Paristech, University of Science, Bank of Tokyo Mitsubishi UFJ, etc.
Honors award: Top 3/2500 students in four consecutive years, high distinction achievement in academic activities,
excellent at all five aspects: ethics, academic accomplishment, physical fitness, skills and integration, etc.
Algorithms competitions: Silver medal in National Olympiad in Informatics, rank 13th in ACM-ICPC Southeast Asia
Mathematics competitions: Silver medal in Adventure of Finding Solution, silver medal in Southern Olympiad
Other competitions: Gold medal in University of Science Scientific Research for students, 4th prize in Euréka.
ACTIVITIES
Blood donation: Every six months since 2010
Volunteer: 16th Pacific Asia Conference on Information Systems (PACIS), Olympiad in Informatics and ACM-ICPC
of University of Science, Asian Pacific Talent Youth training center (ATY), Heo Dat charity team, etc.
Badminton: Silver medal in championship for students, gold medal in championship for non-professional players
Running: Participated annual marathon to raise fund for heart disease patients