a Randstad company

Expertise entlang des Data Science Life Cycles: - Business Translation - KI Entwicklung - Implementierung in produktive Systeme

Profil
Top-Skills
Data Scientist Datenstrategie Künstliche Intelligenz Integration von KI in Unternehmenssysteme Python Strategieberatung Projektmanagement Datenanalyse Geschäftsprozessanalyse
Verfügbar ab
15.01.2023
Aktuell verfügbar - Der Experte steht für neue Projektangebote zur Verfügung.
Verfügbar zu
80%
davon vor Ort
20%
Einsatzorte

PLZ-Gebiete
Länder
Ganz Deutschland, Österreich, Schweiz
Remote-Arbeit
möglich
Art des Profiles
Freiberufler / Selbstständiger
Der Experte ist als Einzelperson freiberuflich oder selbstständig tätig.

4 Jahre 1 Monat

2019-01

heute

Climate intelligence software development

Founder & CEO Python R C# ...
Rolle
Founder & CEO
Projektinhalte

Industrial AI software development

  • ESG Enterprise Suite: The world?s first integrated management platform for transition climate risk, physical climate risk and decarbonization in real estate and infrastructure
  • Development of zero-touch predictive controlling as Lead Data Scientist for Swisscom, Switzerland?s national telco provider
  • Development of the Schema Converter, a web-based AI that digitalizes electric schema plans and saves 90+ % of time in electric cabinet construction
  • AWK (CH) / SAMI Consulting (UK): developing Sustainable Transition Pathways tool, enabling the assessment and optimization of a business?s options for systemic neutralization of carbon, nature and societal impacts of its activities
  • Siemens, Germany: enabling product footprinting and leaner production of industrial electronics through real-time monitoring of energy and material streams
  • Bank Reichmuth, Switzerland: developed tool for due diligence of infrastructure projects concerning systemic sustainability

Kenntnisse
Python R C# Scala SQL Java Script TensorFlow Docker Git Azure AWS Deep nets CNNs Tuning ML projects
Kunde
gladly on request
Einsatzort
Zürich
1 Jahr 2 Monate

2020-08

2021-09

Zero-touch predictive controlling

Lead Data Scientist Python Multidimensional Databases Machine Learning ...
Rolle
Lead Data Scientist
Projektinhalte
  • Designing and implementing a machine-learning based system for predictive controlling
  • Leading a team of data scientists and domain experts at the client
  • Read more: [url by request]


Produkte
Software
Kenntnisse
Python Multidimensional Databases Machine Learning Oracle
Kunde
Swisscom AG
Einsatzort
Bern / remote
2 Jahre 9 Monate

2016-04

2018-12

global work-stream lead

Data Scientist, Senior Manager
Rolle
Data Scientist, Senior Manager
Projektinhalte

  • As global work-stream lead for Interpretability of AI in the PwC network, leading software development around this topic
  • Co-lead of development of automated machine learning software based on Python and C#, globally rolled-out. Ongoing work extending to automated deep-learning model building within industry-academic project
  • Lead development and implementation of automated time-series forecasting framework (Python based) for global Swiss bank
  • Integrating Explainable AI with automated ML (LIME and QII frameworks) and co-developing use cases with clients (Live demo on request)
  • Developed and executing client workshops and trainings in Machine Learning and IoT
  • Established internet-connected, humanoid robot in PwC?s Zurich atrium and enabled 20+ client events in 2017
  • Established voice-driven knowledge retrieval robot interface for tax consulting, based on Google?s speech to text API and an NLP knowledge-base solution
  • Developed unsupervised approach to detect anomalies in financial audit relevant transaction data
  • Developed predictive maintenance algorithm for Swiss machine manufacturer
  • Developed customer churn and uplift modelling for Swiss insurance
  • Modelled optimal operation plan for Swiss pumped storage power plant to provide NPV opinion for acquisition
  • Led the development of emotion detection and facial recognition applications based on deep learning networks for PwC?s Experience Center
    • IoT and Machine Learning Lead. Driving business development and strategic partnerships in Industrial Industry and Internet of Things
    • Driving PwC?s apps integration into Siemens Mindsphere, GE Predix, Bosch IoT Suite
    • Initiator and Head of Expert Group on data integration, governance and sharing within the Data + Service Alliance
    • Leader of internationalization of Industrial Data Space to Switzerland
    • Actively managing cross-industry sales pipeline and acquiring engagements (sole Data Analytics and/or partnering with rest of PwC, also internationally)
    • Permanently leading team of up to five professionals focused on deep learning and IoT solution design and innovation, ad-hoc leading of larger agile, cross-functional project teams
Kunde
PwC
Einsatzort
Zürich
1 Jahr 5 Monate

2014-06

2015-10

Leading risk & data analytics project

Risk Analytics Project Manager
Rolle
Risk Analytics Project Manager
Projektinhalte
  • Leading risk & data analytics projects for global financial services clients from various project assignments
  • Development of algorithmic models for regulatory risk assessment
  • Business development: project acquisition and client relationship management
Kunde
Deloitte
Einsatzort
Zürich
3 Jahre 11 Monate

2010-07

2014-05

Management of international R&D projects

Data-driven Senior Researcher
Rolle
Data-driven Senior Researcher
Projektinhalte
  • Management of international R&D projects on Power Electronic reliability, budget and staff responsibility
  • Development of advanced statistical modelling tools for multi-parameter reliability forecasting
  • Consulting ABB Technology Ventures on strategic and financial investment opportunities
Kunde
ABB
Einsatzort
Baden-Dättwil

1 Monat

2014-08

2014-08

Finance, Operations, Strategy

MBA with Honors, St. Gallen University, Switzerland
Abschluss
MBA with Honors
Institution, Ort
St. Gallen University, Switzerland
Schwerpunkt
Master thesis: gladly on request
1 Monat

2010-04

2010-04

PhD

PhD with Honors, FZ Jülich, Germany
Abschluss
PhD with Honors
Institution, Ort
FZ Jülich, Germany
Schwerpunkt

Atmospheric science: gladly on request

  • Data Scientist
  • Physicist
  • MBA

Top Skills
Data Scientist Datenstrategie Künstliche Intelligenz Integration von KI in Unternehmenssysteme Python Strategieberatung Projektmanagement Datenanalyse Geschäftsprozessanalyse
Produkte / Standards / Erfahrungen / Methoden



Software architect and data scientist at the intersection of artificial intelligence and sustainable finance

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