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Full-stack Machine Learning Engineer on a mission to joining the dots.
I created fungai.org with the aim helping scientists and enthusiasts to easily identify wild mushroom species from images using deep learning technologies. This project is in partnership with Intel. Initial prototype stack: JavaScript, ReactJS, jason-server, ImageNet, Heroku. Upcoming stack: Tensorflow, Python, Docker.
Nov 2017 - present, LondonI created Mathalope.co.uk to share notes and research findings in machine learning, full-stack development, and programming. Since establishment the blog has been visited by 120,000+ students and professionals from 200+ countries. My current research focus is on combining machine learning with full-stack app development. Blog Stack: WordPress, Gist, Mathjax, Markdown. Content Stack: Python, JavaScript, etc.
Mar 2014 - present, LondonAs an Intel® Software Innovator affiliate I have access to new Intel technologies (software and hardware) and initiatives on creating and demonstrating forward-looking projects. Some related projects of mine include: fungai.org, Life++, and HPC with Intel Xeon Phi. Current research focus mainly around AI and IoT.
Oct 2015 - present, LondonData Analytics Consultant at Royal Bank of Scotland (RBS) Commercial and Private Banking. Owned the analytics and segmentation part of 3 high profile remediation projects. Major tech stack: SAS, SQL, Oracle, Teradata, In-house credit risk systems
May 2016 - Apr 2017, LondonDeveloped a Ruby-on-rail web app prototype for a wellness startup company. Tech stack: Ruby, Ruby-on-Rails, Heroku, PostgreSQL, SQLite3, Google App Engine (GAE), Google Datastore, Python, Git, GitHub, Trello, JavaScript, jQuery, AJAX, Google Docs.
Jan 2016 - Apr 2016, LondonTook 3 months off and did 11 hackathons over 11 weeks. Major highlights: 2nd place (5000 EURO) team award at the Allianz Connected Life Hackathon,best use of DARPA open source tools in a Ministry of Defence (MoD) Hackathon, and meeting a bunch of long-term friends. These experiences motivated me to become better in open source developments.
Oct 2015 - Dec 2015, LondonSenior Data Analytics Developer and Assistant Vice President (AVP) of a large global investment bank at Canary Wharf. Collaborated with a global remote team of tech and non-tech domain experts and senior stakeholders based across London, New York, Singapore and Japan. Designed, developed and implemented the global roll-out of a fully automated (SAS and SQL based) early-warning web reporting and forecast analytics tool and process that helped protect the bank’s estate of 100,000 production systems from risk of overloading. Used by 400+ global support teams to form preventative actions against the high risk cases. I also did many other things at the earlier part at the bank - mostly within the technology and operation areas. Tech Stack: SAS, SQL, Oracle, AutoSys Batch Scheduling, Windows / UNIX scripts, internal bank-wide databases.
Aug 2008 - Sep 2015, LondonMEng Aeronautical Engineering (2:1). All things aeroplanes such as aerodynamics (the airflow round the wings), aircraft structures (the wings and body), thermodynamics (the engines), numerical simulation with programming (Matlab and Fortran), Helicopter mechanics, incredible amount of maths and calculus, and finally a 4-month ERASMAS exchange at Instituto Superior Técnico (IST) based in Lisbon/ Portugal - learning and writing up a thesis on GPS. Met some amazing friends and surfed for the first time. During the earlier days I also did some volunteering at the London Science Museum (building scientific databases) and Natural History Museum (dissecting mosquitoes samples for malaria researches).
Aug 2004 - Aug 2008, LondonEngineer at Cathay Pacific Engineering Department (Power-plant Team), with a focus on ensuring all the aircraft engines are well maintained and ready to serve the fleets.
Jul 2007 - Aug 2008, Hong KongAs a result of winning a short essay writing competition I was invited to a 3-week design workshop hosted by Rolls-Royce, University of Sheffield and the European Association of Aerospace Students (EUROAVIA).
Jul 2007 - Jul 2007, Derby (UK)Mathalope.co.uk is a tech blog visited by 120,000+ students and professionals from 200+ countries. I use this blog to document and share tech notes with the rest of the world, mainly on programming, infrastructure, machine learning, and statistics. Tech Stack: Wordpress(.org), Gist, Markdown, MathJax, and a bit of PHP and JavaScript.
Full-stack Machine Learning Engineer
© 2019 Full-stack Machine Learning Notebook