Knock Knock
I'm Nhut Hai Huynh. Machine Learning & Software Engineer.
Working and research experience
March 31, 2018
Generated object image from holograms using GAN and Tensorflow, resulting in very low loss information
(1.1e^-8 - 2.9e^-3)
March, 2017
Automatically analyse the medical images for diagnosis and therapy purposes by using Regression Tree Ensembles and Conditional Random Field.
Summer, 2014
Optimize boiler efficiency using data clustering and neural network, improving 1.0-1.48% in normal boiler load and average value 0.96% - 1.43%.
2012 - 2014
Implement Online Whiteboard for PC and Android Smartphone using C# Windows Forms and Java, increasing tolerate and speed ability (over 50 users in the same time and speed-up running time, less than 2 seconds).
March - December 2012
Detects real events and hot topics in social media in particular periods of time that users pay attention think of by proposing social-network-interation-oriented and statistical methods, detecting trends within nearly 7 weeks which are commonly concerned by 52/60 users (just over 86.67%) and removal of meaningless topics.
In-progress (own) Projects
M-PATIENT
since November 2017
Messenger Chatbot offers companion recommendations based on a patient's disease and psychology. There are an 'anonymous' chat feature where the chatbot servers as a middleman between two patients. If there is positive conversation, the system recommends long-term relationship. Furthermore, the Chatbot can also suggest news and articles related to the patient's health.
Education
KIEL UNIVERSITY OF APPLIED SCIENCES
Degree: Master
Major : Computer Science and Electrical Engineering
Expected graduation date: September 2019
HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY
Degree: Bachelor
Major : Computer Science and Engineering
Graduation date: April 16, 2013
Award & Certificate
Oxford Hack 2017 winner
Competition date: November, 2017
Achievement : Top 3 among 58 teams at Oxford Hack, given to top 300 students among over 800 applicants to attend the
OxfordHack 2017.
Organizer : Oxford University, UK (Major League Hacking)
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
Issued date: November 14, 2018
License : VYWRR7H2CA7P
Issued by : Coursera (deeplearning.ai)
Structuring Machine Learning Projects
Issued date: November 08, 2018
License : J5F5HN6UX8DL
Issued by : Coursera (deeplearning.ai)
Issued date: August 06, 2015
License : c3b57230cb19487599f21c8699419fa4
Issued by : edX
Timeline and Motivation
2008
Started at HCM city University of Technology(HCMUT): I wished to become doctor when I were young, but I failed Medical University entrance exam and started to study at HCMUT. During this time, I found that computer science is the field which I should pursuit, because I am creative, desire to learn new things and do my work in the creative, “crazy” way.
2010
Met Associate Professor Quan, Thanh Tho: introduced to me the application of computer science in medicine and health care. Hence, I could contribute my effort to health care and medicine as software engineer.
2014
Joined Techfest Munich – my first Hackathon: I made new friends and learned the lesson, which I should share my idea to community no matter of out of my knowledge because mentors and friends from other disciplines would help me.
2015
My father was passed away because of unknown disease and the very poor medical service in my country. This is motivation that I wanted to study abroad and pursuit medicine-related computer application.
I was inspired by the news on healthcare-related research plots of Microsoft, Google, Facebook, .etc.
2017
