Machine Learning Deep
Resume:
Nguyen Quoc Khanh
· AI ENGiNEER RESUME ·
Quarter 6, Linh Trung Ward, Thu Duc City, Ho Chi Minh, Viet Nam
+84-39-269-**** ************@*****.*** nqkhanh2002.github.io nqkhanh2002
“The secret of getting ahead is to get started.”
Summary
Highly motivated and passionate in Artificial Intelligence. Experienced in writing codes and algorithms as well as building and deploying complex neural network through various programming language. Excited to use knowledge in machine learning/AI and statistical analysis to solve real world problems and make the customer achieve more. Willing to develop values under company culture. Education
Nguyen Du High School for the Gifted Buon Me Thuot, Dak Lak SPECiALiTY: PHYSiCS Mar. 2017 Aug. 2019
• GPA: 8.9/10
• Gold Medal in Physics Olympic 10 3 2017
• Gold Medal in Physics Olympic 10 3 2018
VNUHCM University of Information Technology (UIT) Thu Duc, Ho Chi Minh MAJOR: INFORMATiON SYSTEM Aug. 2020 Present
• GPA: 8.8/10
• Self study master in Computer Science
• Interested in Computer Vision
Work Experience
MAICO GROUP Ho Chi Minh, Viet Nam
AI ENGiNEER INTERN May. 2022 August. 2022
• Interned as an AI Engineer at MAICO Group, primarily focused on recommendation system development.
• Contributed to the development and enhancement of recommendation systems within the company’s technological ecosystem.
• Collaborated with the team to improve the accuracy and performance of the recommendation algorithms for enhanced user experience. Vietnam Olympiad in Informatics (VNOI) Ho Chi Minh, Viet Nam ALGORiTHMiC PROBLEM SETTER July. 2020 Dec. 2022
• Designed and tested algorithmic problems for competitive programming competitions.
• Conducted beta testing, considered time complexity, and provided sample input/output.
• Collaborated with other designers, generated test data, and continuously improved the competition process. CS UIT Artificial Intelligence Club Ho Chi Minh, Viet Nam MACHiNE LEARNiNG ENiNGEER Feb. 2020 Present
• Organize training sessions on subject knowledge and skills used in AI competitions.
• Engage in self study and participate in AI competitions to enhance expertise. Skills
Data Science
Strong math skills, ability to visualize and present data effectively, expertise in data mining techniques. Experienced in C/C++, Java, and Python programming languages.
Deep Learning
Strong foundation in mathematics for deep learning. Proficient in UI technologies such as Flask, Docker, and JavaScript. Experienced with deep learning frameworks such as TensorFlow, Keras, and PyTorch.) Machine Learning
Solid understanding of data structures, regression and classification algorithms, data modeling and predictive modeling techniques. Proficient in popular ML tools such as scikit learn and Keras. Computer Vision
Strong knowledge of image analysis algorithms, image processing and visualization techniques. Experienced with popular computer vision frameworks such as OpenCV, YOLO, TensorFlow, Keras, ONNX, TenssoRT, and Pytorch.) Certificate
JUNE 30, 2023 NGUYEN QUOC KHANH · RESUME 1
Mathematics for Machine Learning Imperial College London SPONSORED BY CALiFORNiA STATE LiBRARY Mar. 2022
Machine Learning Specialization DeepLearning.AI
SPONSORED BY CALiFORNiA STATE LiBRARY Apr. 2022
Mathematics for Machine Learning and Data Science Specialization DeepLearning.AI SPONSORED BY CALiFORNiA STATE LiBRARY Apr. 2022
DeepLearning.AI TensorFlow Developer Professional Certificate DeepLearning.AI SPONSORED BY CALiFORNiA STATE LiBRARY Apr. 2022
Generative Adversarial Networks (GANs) Specialization DeepLearning.AI SPONSORED BY CALiFORNiA STATE LiBRARY Apr. 2022
AI for Medicine Specializationn DeepLearning.AI
SPONSORED BY CALiFORNiA STATE LiBRARY Apr. 2022
TensorFlow 2 for Deep Learning Specialization DeepLearning.AI SPONSORED BY CALiFORNiA STATE LiBRARY Apr. 2022
DeepLearning.AI TensorFlow Developer Professional Certificate DeepLearning.AI SPONSORED BY CALiFORNiA STATE LiBRARY Apr. 2022
TensorFlow: Data and Deployment Specialization DeepLearning.AI SPONSORED BY CALiFORNiA STATE LiBRARY Apr. 2022
Deep Learning Specialization DeepLearning.AI
SPONSORED BY CALiFORNiA STATE LiBRARY May. 2022
Natural Language Processing Specialization DeepLearning.AI SPONSORED BY CALiFORNiA STATE LiBRARY June. 2022
TensorFlow: Advanced Techniques Specialization DeepLearning.AI SPONSORED BY CALiFORNiA STATE LiBRARY July. 2022
Project
Advanced driver assistance system by Computer Vision Personal Project ViEW SOURCE May. 2023
• Overview: Development of a lane detection and tracking solution for self driving cars. This is an important part of the autopilot system, to ensure the safety and efficiency of the driver and passengers on the road. Vietnamese License Plate Recognition Personal Project ViEW SOURCE July. 2022
• Overview: Recognizing Vietnamese license plates in the parking lot,whichwasutilizedforboth1and2rowsofVietnameselicenseplates.Using the KNN algorithm and the OpenCV image processing library. Facial Expression Recognition Personal Project
ViEW SOURCE June. 2022
• Overview: Build and train a convolutional neural network (CNN) in Keras from scratch to recognize facial expressions and directly serve the trained model to a web interface and perform real time facial expression recognition on video and image data . Traffic Sign Classification Using Deep Learning in Python/Keras Personal Project ViEW SOURCE Apr. 2022
• Overview: Train deep learning models known as Convolutional Neural Networks (CNNs) to classify 43 traffic sign images. This project could be practically applied to self driving cars.
Detecting COVID 19 with Chest X Ray using PyTorch Personal Project ViEW SOURCE May. 2022
• Overview: UseaResNet 18modelandtrainitonaCOVID 19Radiographydataset.Our objective in thisprojectistocreateanimageclassification model that can predict Chest X Ray scans that belong to one of the three classes with a reasonably high accuracy. JUNE 30, 2023 NGUYEN QUOC KHANH · RESUME 2
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