pyrules
Python Rules Engine
Python
19
7
otp-dockerdeploy
OTP Docker deployment
Python
5
3
miraculixx
Mentor
Rising Codementor
US$20.00
For every 15 mins
ABOUT ME
Senior Data Engineer, Machine Learning & Fullstack Software Engineer, Stackoverflow top 5%, Skilled Mentor & Problem Solver
Senior Data Engineer, Machine Learning & Fullstack Software Engineer, Stackoverflow top 5%, Skilled Mentor & Problem Solver
Effective problem solver, business-minded with deep technical know-how from backend to frontend, data science, machine learning & cloud (Python, scikit-learn, Keras, Tensorflow, JS, k8s, mongodb, sql & more).
I deliver value by building stable, efficiently maintainable software & architectures from the first prototype to production scale. Can develop, coach & lead others.
Examples:
- reduced backtesting time from 150hrs to 10hrs by parallelizing & dynamic use of cloud
- delivered vendor-neutral scalable k8s multi-cloud ML systems in AWS, Azure, Exoscale (k8s), enabling banking fraud detection, recommendation engines, risk management
- engineered, built & run backend system to mobility platform, including ticketing, resource dispatch and billing integration
Many years of experience including machine learning, data engineering, data analytics & visualization, full stack software engineering & architecture in distributed systems.
Love Python + PyData, and can work in many other languages and frameworks. Life-time autodidact with formal background in business & computer science, well-versed at adopting in practice.
Sie möchten lieber auf Deutsch kommunizieren? Kein Problem, sehr gerne.
German, English
Zurich (+02:00)
Joined January 2018
EXPERTISE
13 years experience
Extensive experience implementing web applications with Django, Flask and Python for the backend, JavaScript, Backbone.js and other frame...
Extensive experience implementing web applications with Django, Flask and Python for the backend, JavaScript, Backbone.js and other frameworks. Also developed Hybrid and native smartphone apps in Android and iOS.
20 years experience
Developed data wrangling pipelines, data warehouses, reporting, statistical analysis. Coached teams and clients both on technical and bus...
Developed data wrangling pipelines, data warehouses, reporting, statistical analysis. Coached teams and clients both on technical and business sides. Developed ground-breaking technology in OLAP/MOLAP/ROLAP context with distributed compute and storage clusters before these terms were known.
10 years experience
Extensive experience from data wrangling to machine learning pipelines in production, both on premise and in the cloud. I am a machine le...
Extensive experience from data wrangling to machine learning pipelines in production, both on premise and in the cloud. I am a machine learning engineer with in-depth applied understanding of the math behind algorithms and ability to delve deeper where needed.
10 years experience
10 years experience
10 years experience
10 years experience
REVIEWS FROM CLIENTS
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SOCIAL PRESENCE
8654 Reputation
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EMPLOYMENTS
Founder, CTO/Lead Machine Learning Engineer
omegaml.io
2018-12-01-Present
Designed, built and being the maintainer for the end-2-end, native open source DataOps & MLOps platform for Python (initially started in ...
Designed, built and being the maintainer for the end-2-end, native open source DataOps & MLOps platform for Python (initially started in 2013, actively marketing since 2019)
Python
MySQL
MongoDB
View more
Python
MySQL
MongoDB
PostgreSQL
Pandas
Apache Spark
Kubernetes
TensorFlow
Keras
View more
Senior Software Engineer, Data Engineer, Data Scientist, Machine Learning & Python Expert
productaize.io
2018-11-01-Present
I work with innovative companies, startups and investors to successfully & efficiently get from idea to Minimum Viable Product to produ...
I work with innovative companies, startups and investors to successfully & efficiently get from idea to Minimum Viable Product to production-scale software.
Python
NumPy
Scipy
View more
Python
NumPy
Scipy
Kubernetes
Deep Learning
TensorFlow
Keras
Mobile App Development
RESTful API
View more
Lead Data Analytics, Senior Software Engineer
swissQuant Group
2016-10-01-2018-10-01
Designed & implemented the production pipeline and parallelized cloud deployment of the risk engine, reducing calculation time for backte...
Designed & implemented the production pipeline and parallelized cloud deployment of the risk engine, reducing calculation time for backtesting from a week down to a few hours.
Designed & implemented a highly scalable fraud scoring machine learning model for financial services payments.
Coached teams of data scientists, quant developers and backend developers.
Python
MongoDB
Oracle
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Python
MongoDB
Oracle
NumPy
Scipy
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PROJECTS
omega|ml - collaboration and integration platform for production-scale machine learningView Project
omegaml.io
2018
omega|ml enables teams of data scientists and software developers to collaborate and create production- scale software. Applications in...
omega|ml enables teams of data scientists and software developers to collaborate and create production- scale software. Applications in IoT, logistics, predictive maintenance and other industries e.g. retail customer value prediction, medical diagnostics, public open data trend prediction.
HTML/CSS
Python
MySQL
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HTML/CSS
Python
MySQL
Backbone.js
R
Redis
RabbitMQ
Docker
Apache Spark
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cloud deployment of risk calculation engine
Swiss FinTech
2017
Packaging, pipeline development and deployment of the highly scalable cloud component of the client's risk calculation engine. Software ...
Packaging, pipeline development and deployment of the highly scalable cloud component of the client's risk calculation engine. Software Engineering, Solution Architecture and Coaching of Quant and Dev teams. Close collaboration with tech leads at corporate partners.
Reduced execution time of backtesting from days to hours by leveraging an on-demand compute cloud and freely available open source components.
Python
MongoDB
RabbitMQ
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Python
MongoDB
RabbitMQ
Google Cloud Platform
Kubernetes
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