Self introduction
Data Scientist currently working in the FinTech industry. Aspires to become one of the best Machine Learning engineer on Earth. Passionate about all things on AI/ML. Most proficient in machine learning/ deep learning in Computer Vision and Natural Language Processing. Experienced in creating web games, websites, web applications, software applications, IOS and Android applications. Strong in both front-end and back-end development. Familiar with Internet Protocol (IP) traffic.
Ambition
I aspire to become one of the best Machine Learning Engineer on Earth.
Work experience
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Red Dot Payment
Data Scientist
Fraud Detection(Natural Language Processing)
I am currently in-charged of building Machine Learning/ Deep Learning pipelines for the prediction of suspicious invoices by the merchants of Red Dot Payment, to map their Merchant Category Code(MCC) to the items sold in the invoices.2018-12 -
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Red Dot Payment
Big Data Engineer
Using the tools from Amazon Web Services(AWS), I was part of a team of 5 data engineers. We build ETL(extract, transform and load) pipelines on AWS using pyspark and python.
Tech used: python, pandas, numpy, pyspark, unittest, AWS S3, AWS Glue, AWS Athena, AWS Lambda, AWS Sagemaker, AWS RDS, AWS DynamoDB.2018-11 - 2018-12
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Avaya
Software Developer
Using Java, .Net and C#, I am currently working in a team of experienced professionals. We create software products for UOB and I am the primary developer to create functioning applications for our clients, with the occasional guidance from my seniors.
2018-06 - 2018-11
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General Assembly
Web Development Immersive Graduate
• Completed 12-week full-time intensive programme on full-stack web development • Developed 4 full-stack and front-end applications ► Survive!
• A simple survival game that requires the player to use arrow keys to dodge attacking monsters and collect power-ups to survive!
• Built with HTML5/ CSS3/ Javascript • https://github.com/zw-zack/GA--Project-One ► My Personality • A web application that tests for user's personality and recommends books according to their respective personality type.
• Built with HTML5/ CSS3/ Javascript / Node.js / Express/ Bootstrap • https://github.com/zw-zack/GA-Project-Two ► Quest • A web scrapping application that checks the products sold in three different major organisation and display the results to the user.
• Built with HTML5/ CSS3/ Javascript / Ruby on rails / Mechanize / PostgresSQL • https://github.com/zw-zack/Project3_wdi ► Maze • A simple maze game that randomly generates a different maze for the player to play. Objective is to find a treasure chest before the time runs out. Includes simple Artificial Intelligence to challenge the player.
• Built with HTML5/ CSS3/ Javascript/ React/ Redux • https://github.com/zw-zack/GA--Project-One ▬▬▬▬▬▬▬▬▬▬▬▬▬2018-02 - 2018-05
Projects
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General Assembly Projects
Completed 4 projects during the Web Development Immersive course by General Assembly
2018-3 - 2018-7
Portfolio
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Maze
2018-5
https://github.com/zw-zack/ga-project-4
A browser maze game where the player tries to find a treasure chest within a limited time. Featur...
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Personality Website
2018-4
https://github.com/zw-zack/GA-Project-Two
A locally hosted website that tests users for their personality and recommends books based on the...
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Survive!
2018-3
https://github.com/zw-zack/GA--Project-One
A web survival game that requires the player to use arrow keys to dodge attacking monsters and co...
What I'm good at
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0Deep Learning
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0Neural Networks
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0Machine learning
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0Process Automation
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0API
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0R
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0Octave
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0C#.NET
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0bootstrap
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0Redux
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0Full Stack Development
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0Backend
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0Front End Development
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0postgreSQL
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0Matlab
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0GitHub
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0Unity3D
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0C
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0Automation
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0express.js
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0NodeJS
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0Database Management
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0DataBase(SQLServer / MySQL / SQLite)
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0React.js
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0HTML / CSS
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0Algorithm
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0Swift
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0iOS
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0Ruby
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0Python
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0Java
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0JavaScript
Education
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Nanyang Technological University(withdrawn)
Humanities
2017 - 2018, withdrawn after first sememster
2018-12
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General Assembly
Computer Science
2018-05
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Pioneer Junior College
Humanities
A level results: BCC/A
2013-10
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Yishun Town Secondary School
O level L1R5 : 15
2010-10
Courses
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Data Science Career Track(22 courses), DataCamp
2018-7 - 2018-8
Languages
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English
Professional
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Chinese
Professional
Certificates
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Data Science Career track(22courses), DataCamp
2018-8
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Web Development Immersive, General Assembly
2018-6
My interests
Workshop, Weekend Activity, Networking, side business, Career Opportunity
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