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Senior
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0
jobs
Lead ML Engineer
Muhammed Miah
,
London, United Kingdom
Experience
Other titles
Skills
I'm offering
Get in touch for a FREE consultation call before working together.
I aim to incorporate AI into your business, and make it useful in the real world. This means getting the most out of the data that you have, within the context of the systems you have already built. I have not only worked on terabyte-scale data and productionised ML models, but also created user-friendly visualisations so that all insights can be actioned much more confidently.
I aim to incorporate AI into your business, and make it useful in the real world. This means getting the most out of the data that you have, within the context of the systems you have already built. I have not only worked on terabyte-scale data and productionised ML models, but also created user-friendly visualisations so that all insights can be actioned much more confidently.
Markets
Canada
(Remote
only)
United Kingdom
Lithuania
(Remote
only)
Rest of Euro area
Denmark
(Remote
only)
Norway
(Remote
only)
Sweden
(Remote
only)
Finland
(Remote
only)
Links for more
Once you have created a company account and a job, you can access the profiles links.
Industries
Language
English
Fluently
Ready for
Larger project
Ongoing relation / part-time
Full time contractor
Available
My experience
2019 - 2020
job
Lead ML Engineer
Coda.
Initiated the startup's data science function. I grew out the team and designed and implemented the architecture behind the ML systems. This streamlined development work and led to ongoing LTV, Retention, ARPU and IMPU improvements.
Productionised ML models in both the cloud and edge (mobile) devices, embedded within our SDK. Models include predicting LTVs, categorising new games based on their screenshots and an optimised monetisation setup for games.
Integrated segmentation within AB Testing, so that each user segment can be served the optimal player experience.
Evangelised good research practices, enabled data-driven decisions and fostered a fun and collaborative culture.
Productionised ML models in both the cloud and edge (mobile) devices, embedded within our SDK. Models include predicting LTVs, categorising new games based on their screenshots and an optimised monetisation setup for games.
Integrated segmentation within AB Testing, so that each user segment can be served the optimal player experience.
Evangelised good research practices, enabled data-driven decisions and fostered a fun and collaborative culture.
Research, Cloud, Architecture, Embedded, Retention, Testing, Development, Science, AWS, Snowflake, Android sdk, Mobile games, Machine learning, Data Science, Python
2015 - 2019
job
Data Science Team Lead
IG Index Ltd.
Grew the company’s Data Science department, and managed the Operational Data Science team.
Designed, implemented and maintained robust infrastructure and pipelines for massive data processing and analysis using Spark, GraphFrames, Oozie, Yarn and Zeppelin.
Increased ROI of marketing spend by 20%+ YOY by creating a bespoke marketing attribution system that tracks the conversion metrics of marketing at a granular level.
Designed, implemented and maintained robust infrastructure and pipelines for massive data processing and analysis using Spark, GraphFrames, Oozie, Yarn and Zeppelin.
Increased ROI of marketing spend by 20%+ YOY by creating a bespoke marketing attribution system that tracks the conversion metrics of marketing at a granular level.
Marketing, Data Science, Analytics, Data engineering, Engineering, Science, Chatbot, Project Management, Communication
2014 - 2015
job
Senior Developer
Lastmarch Ltd.
Brought to launch the company’s flagship product, Emote Empire. Worked on all areas of development, backend and frontend, from the app’s conception to its launch.
Developer, Senior Developer
2015 - 2015
job
Data Scientist
Lyst Ltd.
Created computer vision models to detect clothing colour variants for the fashion marketplace. This meant finding clothes of the same product, but different colour.
Python
2011 - 2012
job
Website Manager
The Big Give.
I managed and enhanced an online donation platform for over 8,000 charities.
Website, Manager
My education
2014
-
2015
Lancaster University
MSc, Data Science
MSc, Data Science
2011
-
2014
University of Southampton
BEng, Electronic Engineering
BEng, Electronic Engineering
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