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jobs
Drives growth by uncovering patterns in unstructured big data
Daniel Sim
,
London, United Kingdom
Experience
Other titles
Skills
I'm offering
Leads innovation and performance
In over a decade of leading tech initiatives, I have seen that results come from the team when ideas can be freely shared, refined and pursued while keeping an eye on the strategic goals of the organisation.
At King I experienced "playfully serious" and paved the way for my team to have fun with work while ultimately delivering results. My passion is to create and sustain an environment of innovation paired with performance where a diversity of strengths create the sublime.
Pathfinder Software 6 mos • London
Interim Chief Data Scientist Apr 2018 - Oct 2018
• Classify 48 millions companies worldwide using NLP for career matching
• Develop psychometric tests using data from U.S. Bureau of Labor Statistics using clustering and similarity measures
• Implement search algorithms for career development articles like books, seminars, courses and news
• Create data workflows using Apache Spark cluster for analysis and search matching
• Work closely with CEO and CTO for successful soft-launch of web-based product
King Digital Entertainment 3yrs 1mo • Singapore/Barcelona
Machine Learning Scientist Jan 2017 - Aug 2017 • 8 mos
• Member of the Experiments Group, a team that tries out unconventional ideas using data science. Attributed to an increase of King's revenue by approximately a billion dollars over 2 years.
• Design and execute player segmentation experiments using player activity data with unsupervised learning
• Build Autoencoder Deep Neural Net with Tensorflow, Pandas and Scikit
• Feature engineering with Hive, Impala, Python, R
• Build framework to allow Jenkins to run player segmentation on the backend
Senior Game Engine Developer Jul 2016 - Apr 2017 • 10 mos
• Part of King's Shared Technology Group
• Work with "Fiction Factory" game engine team in support of other game production teams - Fiction Factory powers games that over 300 million players enjoy each month.
In over a decade of leading tech initiatives, I have seen that results come from the team when ideas can be freely shared, refined and pursued while keeping an eye on the strategic goals of the organisation.
At King I experienced "playfully serious" and paved the way for my team to have fun with work while ultimately delivering results. My passion is to create and sustain an environment of innovation paired with performance where a diversity of strengths create the sublime.
Pathfinder Software 6 mos • London
Interim Chief Data Scientist Apr 2018 - Oct 2018
• Classify 48 millions companies worldwide using NLP for career matching
• Develop psychometric tests using data from U.S. Bureau of Labor Statistics using clustering and similarity measures
• Implement search algorithms for career development articles like books, seminars, courses and news
• Create data workflows using Apache Spark cluster for analysis and search matching
• Work closely with CEO and CTO for successful soft-launch of web-based product
King Digital Entertainment 3yrs 1mo • Singapore/Barcelona
Machine Learning Scientist Jan 2017 - Aug 2017 • 8 mos
• Member of the Experiments Group, a team that tries out unconventional ideas using data science. Attributed to an increase of King's revenue by approximately a billion dollars over 2 years.
• Design and execute player segmentation experiments using player activity data with unsupervised learning
• Build Autoencoder Deep Neural Net with Tensorflow, Pandas and Scikit
• Feature engineering with Hive, Impala, Python, R
• Build framework to allow Jenkins to run player segmentation on the backend
Senior Game Engine Developer Jul 2016 - Apr 2017 • 10 mos
• Part of King's Shared Technology Group
• Work with "Fiction Factory" game engine team in support of other game production teams - Fiction Factory powers games that over 300 million players enjoy each month.
Markets
United Kingdom
Language
English
Fluently
French
Good
Ready for
Larger project
Ongoing relation / part-time
Available
My experience
2017 - 2018
job
Engineering Manager
unknown.
• 6 mos
• Own and perform annual performance reviews of directs
• Behavioural interviews for Engineering Manager candidates
• Collaborate with Senior EM, Technical Delivery Managers and Engineers to integrate
company-wide large-scale scrum for department
• Initiate Team Innovation Workshops for department to crowdsource solutions for
day-to-day work
• Stand-in scrum master for 2 teams with 10 engineers in total with emphasis on
actionable items from retrospectives. Reduced outstanding issues by more than 50%
in 3 months
• Consult with directs to plan their career progression within the company
• Improve team engagement with insights from Peakon - "The world's leading platform for measuring and improving Employee Engagement"
Other Highlights • Singapore
• Own and perform annual performance reviews of directs
• Behavioural interviews for Engineering Manager candidates
• Collaborate with Senior EM, Technical Delivery Managers and Engineers to integrate
company-wide large-scale scrum for department
• Initiate Team Innovation Workshops for department to crowdsource solutions for
day-to-day work
• Stand-in scrum master for 2 teams with 10 engineers in total with emphasis on
actionable items from retrospectives. Reduced outstanding issues by more than 50%
in 3 months
• Consult with directs to plan their career progression within the company
• Improve team engagement with insights from Peakon - "The world's leading platform for measuring and improving Employee Engagement"
Other Highlights • Singapore
Scrum, Innovation, Scrum master, Engineering, Employee Engagement, Workshops, Manager
2012 - 2013
job
Project Manager @ Reebonz
Apple.
• 1 yr 1 mo
• Work with CEO and co-founders to explore strategies for mobile social e-commerce
startup
• Develop and launch Kwerkee mobile app - featured #2 New and Noteworthy by
Apple
• Work with CEO and co-founders to explore strategies for mobile social e-commerce
startup
• Develop and launch Kwerkee mobile app - featured #2 New and Noteworthy by
Apple
Project Manager, E-commerce, Ceo, App, Manager, Social
2010 - 2012
job
Co-founder @ Angler
US App Store.
• 2 yrr 6 mos
• Mobile game startup. Lead team of 6
• Game hit #17 What's Hot Role-playing Games in the US App Store
• Mobile game startup. Lead team of 6
• Game hit #17 What's Hot Role-playing Games in the US App Store
App, Founder
2008 - 2010
job
R&D Director
Atomic Gaming.
• 1 yr 10 mos
• Casino gaming R&D lab - Team comprised of 10 programmers, 11 digital artists, 2
industrial designers, 1 sound designer, 6 interns and 2 project managers
• Casino gaming R&D lab - Team comprised of 10 programmers, 11 digital artists, 2
industrial designers, 1 sound designer, 6 interns and 2 project managers
R
My education
Singapore Institute of Software Technology
N/a, N/a
N/a, N/a
St Patricks School
N/a, N/a
N/a, N/a
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