Sarem Seitz
Mentor
Rising Codementor
US$20.00
For every 15 mins
ABOUT ME
Statistics, Data Science & Machine Learning
Statistics, Data Science & Machine Learning
Started in Economics, moved to Statistics, now at the beginning of a doctorate program in Machine Learning & AI.
German, English
Berlin (+02:00)
Joined May 2019
EXPERTISE
3 years experience
Implementation of various Data Science and ML solutions
Implementation of various Data Science and ML solutions
4 years experience
Implementation of Data Science solutions; plain Data analysis
Implementation of Data Science solutions; plain Data analysis
3 years experience
1 year experience
Implementation of a Data Science/ML project (algorithms written almost completely from scratch)
Implementation of a Data Science/ML project (algorithms written almost completely from scratch)
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EMPLOYMENTS
Doctorate Student
Otto-Friedrich University
2019-07-01-Present
External Doctorate Student - research focus on Reinforcement Learning / Deep Learning.
External Doctorate Student - research focus on Reinforcement Learning / Deep Learning.
Python
Julia
PyTorch
Python
Julia
PyTorch
Freelancing Data Scientist
Self-Employed
2016-12-01-Present
Freelancing for various clients - especially for companies in the financial sector and startups
Freelancing for various clients - especially for companies in the financial sector and startups
Python
R
Python
R
Intern Data Scientist - Advanced Analytics
McKinsey & Company
2019-02-01-2019-04-01
Data Science Consulting for one company in the Healthcare sector and one company in the Industrial Goods industry
Data Science Consulting for one company in the Healthcare sector and one company in the Industrial Goods industry
Python
R
Tableau
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Python
R
Tableau
Alteryx
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PROJECTS
Machine Learning consulting and quantitative programming.
A fin-tech startup
2019
Together with the founders and other quants, I discussed and advised on the use of Machine Learning/AI approaches for the company's produ...
Together with the founders and other quants, I discussed and advised on the use of Machine Learning/AI approaches for the company's product for the future. For the initial rollout I implemented various portfolio optimization algorithms.
Impact: The project is still running - right now, the company is close to launching.
Python
R
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Python
R
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Data pipelining and model building
A mid-sized Hedge Fund (investment volume > 1 Bio.)
2017
Together with the in-house Data Scientist, I co-created the first data pipelines to start the client's data initiative. This also include...
Together with the in-house Data Scientist, I co-created the first data pipelines to start the client's data initiative. This also included building statistical models and experimenting with more sophisticated Machine Learning approaches.
Impact: The resulting models were able to significantly outperform previously manual approaches with the same data.
Python
Apache Spark
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Python
Apache Spark
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