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@ThomThio
Bandeira de Singapore Singapore, Singapore
Membro desde 11 de julho de 2018
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ThomThio

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Selected portfolio: [login to view URL] Familiar with various languages (C#, C++, Android (Kotlin and Java), JS, Python) and application of supervised learning on the ML front. 3 years in product management of a custom enterprise software, so I know how to take in and integrate complex requirements, and organize your needs to get the job done I primarily focus on data prediction and analysis, back-end development and simulation/modelling projects.
$30 USD/hr
2 comentários
3.8
  • 75%Trabalhos concluídos
  • 100%No Orçamento
  • 38%Pontualidade
  • N/ATaxa de Recontratação

Portfólio

Comentários recentes

Experiência

Analytics Developer Intern

Dec 2017 - Feb 2018 (2 months)

• Research on Fama-French factor models and discovery of alpha and beta with alternative data sets. • Built knowledge graph of documents, allowing searching of key topics via semantic relatedness and authority of papers using graph-tools and Django.

Intern

Apr 2017 - Jun 2017 (2 months)

• Designed and built API controller for developers and pre-sales teams to build, call and connect sales demos and other models to their front-end platforms. Slashed production time by 30%. • Prepared sample demos in Amazon Alexa & SAS VIYA integration and Web Chatbots, using SAS Viya, VDDML, Python, Javascript, Linux, [login to view URL], Amazon Alexa and Lambda

Developer

Nov 2016

• Built redundancy and risk systems working with IB TWS, MultiTradex & Wenhua. Used C#, C, Python, Javascript • Sped up position reports from 40 to 5 seconds by optimizing database queries and warehouses in MSSQL and SQL Server • Built real-time spread price visualization and GUI for changing Lookback and Interval parameters using Python, Javascript • Researching and developing strategies on Quantopian & QuantConnect.

Product Management Jr

Jan 2012 - Dec 2015 (3 years)

• Streamlined software feature requirements, business value, definition, user flow and feature prioritization. 15-25% faster production time of new features from request to final deployment. • Planning of a Production pipeline, testing and version control software system to achieve continuous integration objectives and embedding proper production processes within the solution. • Led user tutorial guides and demos to facilitate effective user onboarding and product understanding.

Educação

Bsc. in Information Systems

2014 - 2017 (3 years)

Qualificações

Machine Learning by Stanford University (2014)

Coursera

The course is a hands-on application of machine learning concepts to kick start the understanding behind the process and models, supervised and unsupervised.

Verificações

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