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jobs
Full Stack Data Scientist with experience in Blockchain and Trading
Archie Norman
,
London, United Kingdom
Experience
Other titles
Skills
I'm offering
Developed Flask REST api with websockets pushing 20,000 updates per second to a VueJS frontend.
Recently led a team of Data Scientists to extract and model behaviours on Blockchains enabling customers to execute trades.
I hold a MSc in Computer Science and am based in London.
Recently led a team of Data Scientists to extract and model behaviours on Blockchains enabling customers to execute trades.
I hold a MSc in Computer Science and am based in London.
Markets
United Kingdom
Links for more
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Language
English
Fluently
Ready for
Larger project
Ongoing relation / part-time
Full time contractor
Available
My experience
2018 - ?
job
DIRECTOR OF DATA SCIENCE
Mercury Assets.
• Built Flask API with websockets pushing 20,000 updates per second to a VueJS frontend. Worked with ZeroMQ, Redis as message brokers.
• Developed Reinforcement Learning for trading models.
• Developed real time and historical back test module for validating strategies.
• Collected and stored tick level data from 5 exchanges.
• Wrote news extraction and sentiment analysis models.
• Developed Reinforcement Learning for trading models.
• Developed real time and historical back test module for validating strategies.
• Collected and stored tick level data from 5 exchanges.
• Wrote news extraction and sentiment analysis models.
Data Science, Test, Science
2018 - 2019
job
DIRECTOR OF DATA SCIENCE
FRST.
• Lead Data Science efforts for blockchain analytics.
• Lead heuristic definitions specifc to address tagging, categorisation and on-chain movement of tokens.
• Implementation of parallel processing of dataset across a distributed cluster.
• Lead heuristic definitions specifc to address tagging, categorisation and on-chain movement of tokens.
• Implementation of parallel processing of dataset across a distributed cluster.
Data Science, Analytics, Block Chain, Implementation, Science, Processing
2016 - 2018
job
DATA SCIENTIST / BACKEND DEVELOPER
Playbrush.
• Gained experience in: Python, Flask, Mongodb, API's, AWS Beanstalk, AWS EC2, Git, Bash, Nginx, Gunicorn, HTML, CSS, Javascript
• Developed a scalable web based mobile application for external customers to track their data.
• Created an analytics database by taking incremental snapshots from the production database providing a greater level of detail.
• Managed AWS infrastructure for multiple applications and distributed mongodb clusters.
• Wrote automation scripts for taking backups and synchronising data across different AWS services.
• Developed centralised logging application for monitoring overall system health.
• Built analytics reports and dashboards for internal customers.
• Built an API for both internal and external users to interact with the data.
• Developed a Slack chatbot integration for querying internal analytics.
• Developed a scalable web based mobile application for external customers to track their data.
• Created an analytics database by taking incremental snapshots from the production database providing a greater level of detail.
• Managed AWS infrastructure for multiple applications and distributed mongodb clusters.
• Wrote automation scripts for taking backups and synchronising data across different AWS services.
• Developed centralised logging application for monitoring overall system health.
• Built analytics reports and dashboards for internal customers.
• Built an API for both internal and external users to interact with the data.
• Developed a Slack chatbot integration for querying internal analytics.
Analytics, Production, Chatbot, Web, Detail, Health, Monitoring, Infrastructure, Mobile Application, Developer, Nginx, Flask, Bash, Javascript, Integration, Automation, Database, MongoDB, AWS, API, HTML/CSS/Javascript, Git, Backend, Python, Html, Css
2014 - 2015
job
PRODUCT MANAGER / SPECIALIST
Thomson Reuters.
• Scope, define and manage new enhancements to a content production system used by all 3000 Reuters journalists.
• Writing user stories, analysing workflows and provide test cases.
• Prepare and communicate change notes throughout each release period.
• Ownership of system document production, control and updates.
• Support of test team during testing phases of above development, including bug analysis and unit testing.
• Support of client UAT test cycles, including bug analysis and liaison with clients on issue resolution.
• Writing user stories, analysing workflows and provide test cases.
• Prepare and communicate change notes throughout each release period.
• Ownership of system document production, control and updates.
• Support of test team during testing phases of above development, including bug analysis and unit testing.
• Support of client UAT test cycles, including bug analysis and liaison with clients on issue resolution.
Writing, Content Production, Product Manager, User stories, Test, Content, Support, Testing, Development, Production, Manager
2013 - 2013
job
TECHNOLOGY ANALYST
Liv-ex.
Worked on and presented a variety of new projects at Liv-ex in a short space of time, including redesigning and developing Liv-ex
internal wiki, implementing wine wiki, prototyping a new iOS application and developing the companies online analytics using a
variety of tools.
internal wiki, implementing wine wiki, prototyping a new iOS application and developing the companies online analytics using a
variety of tools.
IOS, Prototyping, Analytics, Technology, Analyst, Online
2011 - 2012
job
MOBILE DEVELOPER
Sharps Pixley.
I undertook a project for Sharps Pixley Ltd. to provide access to precious metals prices, charts and market news for its mobile phone
users. The process involved market research, implementation, testing and evaluating before the successful launch of the mobile
application.
• This unique offering provided precious metals investors with enhanced market information while on the move.
users. The process involved market research, implementation, testing and evaluating before the successful launch of the mobile
application.
• This unique offering provided precious metals investors with enhanced market information while on the move.
Research, Market research, Developer, Implementation, Testing
My education
2017
University of Oxford
Fintech Programme, Blockchain
Fintech Programme, Blockchain
2015
-
2016
University College London
Masters, Computer Science: Web Science and Big Data Analytics
Masters, Computer Science: Web Science and Big Data Analytics
2009
-
2012
University of Newcastle Upon Tyne
Undergraduate, Computer Science
Undergraduate, Computer Science
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