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Ethan Ooi

Machine Learning and Data Science Enthusiast

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About Me



I am a creative and resourceful software engineer with an interest in the practical uses of collecting and refining data, and a passion in the creative discovery and productionization of neural networks.

I have strong communication and interpersonal skills. I am confident in my ability to empower teams, resolve personal conflicts, and communicate my ideas in a down-to-earth manner. My track record for personal skills stems from my large prior involvement in leading musical groups for performance and recording. I have further developed these skills through AGILE leadership during my work experience.


I love linux and the open source movement, I run mostly only open source software, and use a unix based operating system as my daily driver.


I am a performing, recording, and producing musician for 10+ Years, Interpreter of Progressive Jazz and Classical, sometimes with a little bit of metal sprinkled in. Addition and Upkeep of repertoire needed often.
Dozens of bands throughout all my years of experience, can be found on my Soundcloud or Spotify


Consistently placing Top 30 in Official Tournaments in the 1v1 Esport "Brawlhalla". Upkeep of mechanical and psychological skills needed to outplay opponents.

Experience

Lemon.io

Freelance ML Engineer

Custom end to end Machine Learning Solutions.
Computer Vision, NLP, Sentiment, Anomilee and Event Detection
Contact me for more information!

Regov Technologies

AI Developer

Developing custom AI/ML solutions to deliver a call-center-replacement as a service platform.
AI Powered Voice and Text chatbots for banking and insurance agency
Introducing Google Dialogflow into a Amazon Web Services environment to increase chatbot supported language count from 1 to 50+
Architects all Linux, Git, and CI/CD Processes to automatically deploy a custom bot in 4 weeks.

Axiata Group Berhad

Job Title

Terabytes of international cell-tower analytics through location planning for new cell towers. Delivered a robust ETL Pipeline to ingest data over multiple sources and generated direct and sales value

Atmos International

Associate Machine Learning Engineer

Delivered AIGA- automated gas pipeline compressor control through custom reinforcement learning agent, with genetic mutations of neural networks

Microsoft Research Labs Asia

Machine Learning Research Intern

Researched for Agricultural Bank of China in dealing with credit-score estimation and fraud-ring detection using graph databases. Embedding, CNNs, Reinforcement Learning, and Adversarial Networks were applied in a graph database structure.

View Research Report

Education

University of Manchester

Sept 2019 - May 2020

Masters of Engineering in Computer Science (3.7 GPA)

University of Manchester

Sept 2016 - May 2019

Bachelor of Engineering in Computer Science (4.0 GPA)

Projects

Hornstat

  • Brawlhalla is a 1v1 platform fighting game. I am ranked 300 global and place consistently top 30 in official tournaments
  • Lead team to deliver Discord Bot to interact with the Brawlhalla API
  • Dominates Over 500 servers, spanning 80,000+ users (We have most dominant market share)
  • Work with and coordinate UI Designer, Data Engineer, work closely with marketing and outreach
  • Develop my own Data Science heuristics to extract information from raw data. Lead release and feature planning
Bot Invite

Generative Music

Inspired by Brian Eno's Work, I Generate an endless stream of “musical wallpaper” with constraints to modal rules of harmony and voice leading.
Stochastic processes based on common chord progressions and key changhe functions.

Come listen to infinite generated music
View Research Paper
View or Contribute to Source

Performing Producing and Recording Musician for 10+ Years

20+ Bands, Spotify (And all major Distro platforms), Soundcloud and Youtube Channel

Skills

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