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Data Scientist / ML engineer med devops kompetencer
Jesper Rix
,
Vanløse, Denmark
Experience
Other titles
Skills
I’m offering
I am a data scientist with primary focus on Deep Learning in NLP I have experience with all stages from modelling/experimenting to production in e.g. cloud infrastructure.
Main competencies:
- Python expert, almost 10 years of experience.
- ML and Deep Learning practitioner.
- Hands-on with Big Data, using Spark and Hadoop in AWS EMR
- Automation of various trivial time consuming manual workflows.
- Cloud computing AWS using Cloudformation and Terraform
- Docker containers, security, caching, load balancing etc..
- Many years of experience with Linux servers, tools and scripting.
versioning, bash, server automation etc.
- Experience with databases like: MySQL, PostgreSQL and MongoDB etc.
- Infrastructure as code using: Terraform and AWS CDK
ML experience:
- Deep Learning on Big Data.
- Neural Networks, Recurrent Neural Networks, Transformers
- Cutting edge NLP models like Word2Vec, FastText, BERT
- Model API deployment using Flask and Django
- Web scraping / data mining and data engineering
- AWS and Google Cloud for production and automation
From earlier positions and projects:
- Configuring and compiling Linux using Yocto for Embedded Systems (primarily i.MX6)
- Cross platform development with C/C++.
- Experince with both SQL and NoSQL
- Embedded C programming for i.MX 6 and ATmega Micro controllers.
Main competencies:
- Python expert, almost 10 years of experience.
- ML and Deep Learning practitioner.
- Hands-on with Big Data, using Spark and Hadoop in AWS EMR
- Automation of various trivial time consuming manual workflows.
- Cloud computing AWS using Cloudformation and Terraform
- Docker containers, security, caching, load balancing etc..
- Many years of experience with Linux servers, tools and scripting.
versioning, bash, server automation etc.
- Experience with databases like: MySQL, PostgreSQL and MongoDB etc.
- Infrastructure as code using: Terraform and AWS CDK
ML experience:
- Deep Learning on Big Data.
- Neural Networks, Recurrent Neural Networks, Transformers
- Cutting edge NLP models like Word2Vec, FastText, BERT
- Model API deployment using Flask and Django
- Web scraping / data mining and data engineering
- AWS and Google Cloud for production and automation
From earlier positions and projects:
- Configuring and compiling Linux using Yocto for Embedded Systems (primarily i.MX6)
- Cross platform development with C/C++.
- Experince with both SQL and NoSQL
- Embedded C programming for i.MX 6 and ATmega Micro controllers.
Markets
Denmark
Norway
(Remote
only)
Sweden
(Remote
only)
Industries
Language
Danish
Fluently
English
Fluently
Ready for
Larger project
Ongoing relation / part-time
Full time contractor
Available
My experience
2019 - ?
job
Data Scientist
Ekstra Bladet.
Data Scientist/ML engineer with focus on SOTA NLP models for topic extraction, NER and NN models to predict gender and age etc. I am responsible for the architecture when it comes to our data models all the way from training to production and I built various pipelines for automation of the process from training to production. As for the production infrastructure we use AWS with Cloudformation and Terraform. We have very large models running in Spark and smaller models running using Docker.
Deep learning, NLP, AWS, Machine learning, Python, Database, IT infrastructure architecture
2013 - 2020
job
owner
Madplanuge.dk.
Start-up and operation of sole proprietorship as a leisure activity. Responsible for accounting, marketing and development. The system is developed in Python and the front end is web. Backend is running on Google Cloud Platform, PaaS and SaaS.
Mac, Web, Operation, Start-up, Automation, Mysql, Marketing, Cloud, Scripting, Programming, Docker, Linux, Accounting, Python
2015 - 2019
job
Embedded Software udvikler
Doms ApS.
Embedded Linux developer, responsible for compiling and customizing Linux for our own products and modifying Linux drivers for our own hardware. Delivers low-level APIs to the applications on running on the platform. Also I built the framework we use for both developing and running automated tests orchestrated by Jenkins. In addition, I am responsible for managing and designing our internal Linux servers for our DevOps pipeline including: compilation, versioning, backup, CI (Jenkins) and automated testing.
API, Linux, Embedded software, Test, Embedded, Software developer, Embedded Linux, Automation, Hardware, Backup, Software, Developer, Products
2013 - 2015
job
udvikler
Findforsikring.dk.
Responsible for server setup and operation of Linux web servers. Back-end development in PHP and relative databases and integration into collaborative insurance companies' systems.
Php, Linux, Integration, Development, Operation, Server, Setup, Developer, Web development, Mysql
My education
2014
-
2015
Københavns Erhvervsakedemi
BA, Software Development
BA, Software Development
2011
-
2014
Københavns Erhvervsakademi (KEA)
AP Graduate, Computer Science
AP Graduate, Computer Science
2006
-
2009
Vejle Handelsskole
N/a, Engelsk
N/a, Engelsk
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