Daniel Müller
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Daniel Müller Email & Phone Number

Location: Berlin, Berlin, Germany 6 work roles 4 schools
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Role
Portfolio Analyst
Location
Berlin, Berlin, Germany

Who is Daniel Müller? Overview

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Daniel Müller is listed as Portfolio Analyst at Energie und Wasser Potsdam GmbH, based in Berlin, Berlin, Germany. AeroLeads shows a matched LinkedIn profile for Daniel Müller.

Daniel Müller previously worked as Data Scientist at Powercloud and Data Scientist at Viessmann. Daniel Müller holds Data Science from Hochschule Albstadt-Sigmaringen.

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Energie und Wasser Potsdam GmbH

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Profile bio

About Daniel Müller

A Data Scientist with a Master's degree in Quantitative Economics, specializing in Statistics, Econometrics, and Finance, with a professional background spanning 8 years in the energy industry, plus 4 years as a Data Scientist, and 3 years of academic research on strategic pricing, market power, and market design in energy markets.Experience includes trading operations in power and gas wholesale markets, supported by holding a spot trader license on the EEX and EPEX. Strongly interested in machine learning, predictive modeling, and Python programming, with a focus on applying these skills to understand market behaviors and provide strategic decision support in trading environments.Driven by a curiosity about how markets and societies evolve, also pursued studies in Modern History, adding a broader perspective to the understanding of economic and social dynamics.A curious observer who strives to get to the bottom of things; an analytical, structured, and independent thinker; capable of changing perspectives and questioning the status quo.

Current workplace

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Energie und Wasser Potsdam GmbH
Energie Und Wasser Potsdam Gmbh
Portfolio Analyst
Berlin, DE
AeroLeads page
6 roles · 17 years

Daniel Müller work experience

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Data Scientist

Current

Berlin, Deutschland

Support for/maintenance of machine learning solutions in production | development of machine learning models in powercloud | development of the training data pipeline---Projects:Payment allocation | topic modeling---Tech stack:Python | pandas | **NLP tools | scikit-learn | Dagster | MLflow | Docker | Atlassian Jira, Bitbucket, Confluence

Dec 2023 - Present

Data Scientist

Berlin, Deutschland

Algorithm development for marketing micro-flexibilities of prosumers (heat pumps) in electricity markets | short-term load forecasting (day-ahead) | development of cloud microservices for the production environment---Projects:ViFlex pilot project with transmission system operators (TSOs) TenneT, 50Hertz, and TransnetBW.In a project team of 2 Data.

Nov 2020 - Oct 2023

Forecast Manager

Tübingen, Germany

Short-term load forecasting (day-ahead, intraday) | data management | optimizing bottom-up forecasting methods | automation of forecasting processes | maintenance of software interfaces of the EDM system | electricity and gas dispatch operations and spot trading in shifts---Projects:Redesign of the day-ahead and intraday forecasting processes |.

Mar 2018 - Oct 2020

Balancing Group Manager

Südwestdeutsche Stromhandels Gmbh

Tübingen, Germany

Balancing group management for Germany and Austria | electricity and gas dispatch operations and spot trading in shifts | short-term load forecasting (day-ahead, intraday) | portfolio optimization: cost-optimal operation of flexible supply contracts and storage | spot trading: OTC, PEGAS, EPEX | 24-7 dispatching: VTP, storage, interconnector | energy data.

Mar 2012 - Feb 2018

Research Assistant

Stuttgart, Germany

Analysis and modeling of strategic pricing in electricity wholesale markets | writing research proposals for studies on the future market design of electricity wholesale markets, considering the increasing share of fluctuating renewable electricity generation | proof of concept for agent-based modeling and simulation (agent-based computational economics).

2009 - 2012 ~3 yrs
4 education records

Daniel Müller education

Data Science

Machine Learning (e.g. ANN, SVM, probabilistic graphical models) Advanced Statistics (e.g. Bayesian statistics, probabilistic programming).

Historical Sciences

Modern History Historiography Economic History Legal History History of International Relations

FAQ

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What company does Daniel Müller work for?

Daniel Müller works for Energie und Wasser Potsdam GmbH.

What is Daniel Müller's role at Energie und Wasser Potsdam GmbH?

Daniel Müller is listed as Portfolio Analyst at Energie und Wasser Potsdam GmbH.

Where is Daniel Müller based?

Daniel Müller is based in Berlin, Berlin, Germany while working with Energie und Wasser Potsdam GmbH.

What companies has Daniel Müller worked for?

Daniel Müller has worked for Energie Und Wasser Potsdam Gmbh, Powercloud, Viessmann, Südwestdeutsche Stromhandels Gmbh, and Institut Für Energiewirtschaft Und Rationelle Energieanwendung - Universität Stuttgart.

How can I contact Daniel Müller?

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What schools did Daniel Müller attend?

Daniel Müller holds Data Science from Hochschule Albstadt-Sigmaringen.

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