Fractional CTO | AI Strategy | DevOps and Data Engineer Expert
Aktualisiert am 25.06.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 01.07.2024
Verfügbar zu: 80%
davon vor Ort: 10%
Software-Entwicklung
Machine Learning
DevOps
Deep Learning
AWS
Google Cloud
Scrum
Kanban
Agile Softwareentwicklung
Terraform
Data Engineer
Python
JavaScript
D3.js
SQL
PostgreSQL
MySQL
Apache Spark

Einsatzorte

Einsatzorte

Berlin (+50km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

1 year 4 months
2019-06 - 2020-09

Text to Speech at Axel Springer

Head of AI Python Deep Learning
Head of AI
  • My team?s research focus was mainly on Voice (TTS & STT) and NLP topics. We also open-sourced several projects:

    • TransformerTTS (Implementation of a non-autoregressive Transformer based neural network for text to speech.) - https://github.com/as-ideas/TransformerTTS

    • ForwardTacotron (Generating speech in a single forward pass without any attention!) - https://github.com/as-ideas/ForwardTacotron 

    • headliner (Easy training and deployment of seq2seq models.) - https://github.com/as-ideas/headliner/ 

AWS
Python Deep Learning
Axel Springer SE
Berlin
1 year 8 months
2017-10 - 2019-05

Several projects at idealo.de

Head of Data Products at idealo Python
Head of Data Products at idealo
  • We used deep learning to automatically rank millions of hotel images (300+ million) according to their aesthetic and technical quality which helped to improve the listing for small and mid-sized hotels 
  • We trained CNNs to automatically generate nice looking product galleries which reduced the workflow time of our content team by 75%
  •  We built a tree-based classifier to predict non-purchases of customers which helped our CRM team to target those customers three days ahead before we receive the actual sales data by the shops 
    •  
        AWS
        Python
        idealo internet GmbH
        Berlin

        Aus- und Weiterbildung

        Aus- und Weiterbildung

        2 years 3 months
        2011-10 - 2013-12

        Master of Science

        Operations Research, Humboldt Universität zu Berlin
        Operations Research
        Humboldt Universität zu Berlin
        • Field of Specializations: Operations Research and Econometrics

        • Research Interests: Graph Theory, Queuing Theory and Dynamic Programming

        • Master Thesis: Optimal Design for an Online Dutch Auction Selling Airline Tickets

          Advisor: Prof. Dr. Kurt Helmes, Department of Operations Research, Grade 1.7 Digital Copy: http://tinyurl.com/jsq8hwp 

        Position

        Position

        Fractional CTO

        Branchen

        Branchen

        • Media
        • Ecommerce
        • Aviation
        • Automotive
        • Telecommunication
        • Banking

        Einsatzorte

        Einsatzorte

        Berlin (+50km)
        Deutschland, Schweiz, Österreich
        möglich

        Projekte

        Projekte

        1 year 4 months
        2019-06 - 2020-09

        Text to Speech at Axel Springer

        Head of AI Python Deep Learning
        Head of AI
        • My team?s research focus was mainly on Voice (TTS & STT) and NLP topics. We also open-sourced several projects:

          • TransformerTTS (Implementation of a non-autoregressive Transformer based neural network for text to speech.) - https://github.com/as-ideas/TransformerTTS

          • ForwardTacotron (Generating speech in a single forward pass without any attention!) - https://github.com/as-ideas/ForwardTacotron 

          • headliner (Easy training and deployment of seq2seq models.) - https://github.com/as-ideas/headliner/ 

        AWS
        Python Deep Learning
        Axel Springer SE
        Berlin
        1 year 8 months
        2017-10 - 2019-05

        Several projects at idealo.de

        Head of Data Products at idealo Python
        Head of Data Products at idealo
        • We used deep learning to automatically rank millions of hotel images (300+ million) according to their aesthetic and technical quality which helped to improve the listing for small and mid-sized hotels 
        • We trained CNNs to automatically generate nice looking product galleries which reduced the workflow time of our content team by 75%
        •  We built a tree-based classifier to predict non-purchases of customers which helped our CRM team to target those customers three days ahead before we receive the actual sales data by the shops 
          •  
              AWS
              Python
              idealo internet GmbH
              Berlin

              Aus- und Weiterbildung

              Aus- und Weiterbildung

              2 years 3 months
              2011-10 - 2013-12

              Master of Science

              Operations Research, Humboldt Universität zu Berlin
              Operations Research
              Humboldt Universität zu Berlin
              • Field of Specializations: Operations Research and Econometrics

              • Research Interests: Graph Theory, Queuing Theory and Dynamic Programming

              • Master Thesis: Optimal Design for an Online Dutch Auction Selling Airline Tickets

                Advisor: Prof. Dr. Kurt Helmes, Department of Operations Research, Grade 1.7 Digital Copy: http://tinyurl.com/jsq8hwp 

              Position

              Position

              Fractional CTO

              Branchen

              Branchen

              • Media
              • Ecommerce
              • Aviation
              • Automotive
              • Telecommunication
              • Banking

              Vertrauen Sie auf Randstad

              Im Bereich Freelancing
              Im Bereich Arbeitnehmerüberlassung / Personalvermittlung

              Fragen?

              Rufen Sie uns an +49 89 500316-300 oder schreiben Sie uns:

              Das Freelancer-Portal

              Direktester geht's nicht! Ganz einfach Freelancer finden und direkt Kontakt aufnehmen.