FAN-WEI TSUI

Email :adgpbh@r.postjobfree.com

Birthday : February 7, 1979

Cell : 352-***-****

C A R E E R O B J E C T I V E

Passionated by data science, machine learning and web development. During my free time I prefer to read articles related with ML, web development trend, as well as build models and web pages based on new algorithms.

C O R E S K I L L S

Python (including ML, NLP packages);

Front Ends: Reactjs, Redux, Vuejs, Angularjs,

three.js, d3.js, Rxjs, Html5, Scss/Less/css3

Back Ends: Django, Flask, Nodejs, PHP,

Laravel, Ruby on Rails, .NET: ASP.NET, .NET

MVC, .NET Core

SQL/NoSQL databases: MySQL, Microsoft SQL,

MongoDB, Postgresql, Firebase

Elasticsearch;

Deployment: Nginx, Apache, Passenger

Cloud services: Google Cloud, AWS, Heroku,

Digital Ocean, and Azure

Machine learning algorithms (including AI, DL,

NLP);

Data visualization (matplotlib, seaborn,plotly,

powerBI);

Agile product management;

Financial and budget Management;

Financial scoring models;

Trading bots

Chatbots: dialogflow, Rasa Stack(Core, MVC),

Wit.ai, Chatfuel, IBM Waston

Project Management and Operation

Management

Planning, Process and Change Management;

P R O F E S S I O N A L E X P E R I E N C E

FULL STACK WEB DEVELOPER / DATA SCIENTIST

Upwork, April 2019 – August 2019

Clients Feedback

“Fan is a TOP of the line developer who I would HIGHLY recommend to anyone looking for quality work at a fair price.

I can not say enough good things about Fan - he is the very best developer I have ever worked with and we will be using his services again!”

“Fan-Wei went above and beyond the project requirements, he is very patient and result driven individual. I look forward working with him in the future. He is very knowledgeable of Elastic Search and Vue.”

“Fan-Wei is both extremely skilled at all things data from acquiring it to parsing it and can do even more with his knowledge of NLP and Machine Learning!

I have worked with MANY freelancers over the years and Fan-Wei is top notch! WILL be hiring again!”

“Absolutely amazed by the quality of work. Will work with him again. If you need help with algorithm, python and anything backend related task. He is your guy.” PROJECT MANAGER(MACHINE LEARNING, NLP, WEB DEVELOPMENT) Bayforce, December 2014 – January 2019

Developed and deployed ML&NLP models to production, several big web sites, and provided APIs to enhance and add to features of their analytic dashboard. I lead development of a new feature comparing 10M products to extract matches in real time.

- Stock price prediction platform: I developed real time stock price prediction platform with scraping, Django, python, tensorflow, keras, LSTM.

- Education platform: I developed education platform for students, teachers having auto scoring system with python, Django, NLP, AI.

- Image processing & Detection: CNN, Faster RCNN, Mask RCNN, RNN, LSTM, InfoGAN, SRGAN, tensorflow, keras

- Resume parser: Parsed various resumes including multi-column resumes(phone number, email, address, name …) with python, NLP, Flask

- Chatbot: voice activated app, Chatbots based on Wit.ai, Rasa Stack bot, Dialogflow

- Doctor search engine: Elastic search, vue, Django, NLP, AI

- IoT projects: Tank monitoring/controlling project with tek733, tcp socket, python, django

- Web development: Django full stack web sites, React Frontend + Django Backend web sites, Laravel, Vue + Laravel web sites, Flask full stack web sties

Establish key enabling technology such as inventory management, logistics and procurement support systems and ordering solutions.

Lead the engagement team to provide high-quality business insight and recommendations, manage project execution and delivery, making sure the project is delivered within the agreed/guaranteed time-line and budget.

SENIOR SOFTWARE ENGINEER

Truelogic Software, Mar 2005 – Sep 2013

Mathematical Modelling for practical problems

Data Science

Web Development

Prediction Models

Automation Engineering

E D U C A T I O N

TSINGHUA UNIVERSITY, Beijing – China 2003-2005

Master’s degree, Mathematics

UNIVERSITY OF SOUTH FLORIDA, Florida – United States 1999-2003 Master’s degree, Computer Science

T R A I N I N G

Korean Course, 2013-2014

Research and Development Training, 2010

Project Management (PMI) course at XL Axiata, 2013 A W A R D S

2004 – Winner of the 9th Artificial Intelligence Programming Contest in Tsinghua Unversity.

1998 – Gold Medal of United States of America Mathematical Olympiad L A N G U A G E S

English

Chinese

Korean

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