Data Science/ Statistics/DSP | Analytics | Machine Learning | AI | Audio, Video , Wireless, Pattern Detection, Python, Rust, Android
Aktualisiert am 05.09.2025
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 01.10.2025
Verfügbar zu: 100%
davon vor Ort: 50%
AI
Machine Learning
DSP Algorithms Audio Video Wireless
Big Data Analytics
Predictive Analytics
Embedded Software
MATLAB
Google Analytics
Server Side Analytics
Bigquery
Datastudio
Looker
Google Tag Manager
Audio Coding
Video coding
Wireless communication
WLAN
FaceID
Label-Studio Visual-Studio Android-Studio
Google-Cloud Google-Storage
Python Java C++ Rust
English
French
German

Einsatzorte

Einsatzorte

Zurich (+100km) Bern (+100km) Munich (+100km) Innsbruck (+50km) Salzburg (+50km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

1 year 1 month
2024-08 - 2025-08

Label Training, Detection and Optimization

Algorithm and Software Developer Python Android service Visual Studio ...
Algorithm and Software Developer

1. Concept for detecting labels in TV Video captures

2. Development of algorithms in Rust

3. Python based Machine Learning for Training Tool

4. Python based detection tool for Desktop implementation

5. Android Service Implementation running on Android TV. (Java and Rust)

6. Optimization of Labels using a automatic supervising tool

Android Service running real time detection algorithms
Python Android service Visual Studio Rust Java Label-Studio Android-Studio Machine Learning Statistics Perceptual Hash (pHash)
Munich, Zurich
3 years
2022-08 - 2025-07

Server Side Analytics using Google Tag Manager to replace Google Analytics

Senior Data Scientist & Software Engineer Python Google Analytics SImilarweb ...
Senior Data Scientist & Software Engineer
  • Consent management
  • Analytics reports with Looker
  • Adaptive Index mathematical concept for classification of websites
  • Specification of metrics, website segmentation
Python Google Analytics SImilarweb Google Tag Manager Bigquery DataStudio Looker SPSS C++ Dataform
Daily platforms AG, Zurich, Switzerland
Zurich
3 years 4 months
2019-04 - 2022-07

Prescriptive Analytics

Senior Data Scientist
Senior Data Scientist
  • Find insights to improve the NPS of TV providers
  • 2 main customers: Switzerland Quickline and Austria A1
  • I lead and develop algorithms, ML models for detecting anomalies, causal Bayesian models for causality, NLP using XGboost
Ambrite AG, Zurich, Switzerland
1 year 3 months
2018-02 - 2019-04

Positioning of 3D Face Recognition IP

Product and Business Development Manager
Product and Business Development Manager

ams-Keylemon , Martigny, Switzerland
6 months
2017-11 - 2018-04

secure Face Identification

Product and Business Development Manager
Product and Business Development Manager
Keylemon S.A. has developed 3D Face Recognition technology,  I joined Keylemon
(startup of Swisscom Ventures) to define a product which would trigger an exit. My main
contributions: Keylemon was the first company delivering an Android Smartphone with fully integrating 3D Face Recognition. As a result, the company was successfully acquired by a semiconductor company, ams AG. I joined ams. I co authored a patent (https://patents.justia.com/patent/20190205517)  using a trusted zone for secure Face Identification.
Keylemon S.A., Martigny, Switzerland
Martigny
1 year 7 months
2016-04 - 2017-10

virtual reality technology

Head of Product Development C++ Linux Open-CV ...
Head of Product Development
  • VirtualAds developed a virtual reality technology, replacing local Ads on LED cabinets at football stadiums with virtual ads, the replacement being done locally and then being broadcasted.
  • I joined this startup of Swisscom Ventures, hired the R&D team (mostly SW engineers) and developed a product starting from a prototype which had been developed by the Fraunhofer Institute.
C++ Linux Open-CV Bildverarbeitung
VirtualAds, Saint Augustin, Germany
St. Augustin Germany
2 years 1 month
2014-01 - 2016-01

Interoperability Testing and Performance Optimization

Senior Technical Consultant
Senior Technical Consultant
  • Team Leader: Interoperability Testing and Performance Optimization of Gateways and Set Top Boxes over WIFI.
  • Development Lead: 4K Set Top Box, System and Hardware.
  • I was hired to identify and bring solutions to IPTV multicast streaming over WIFI. I found incompatibilities in the multicast IGMP, UDP, WIFI MAC aggregation protocols, and brought solutions to interoperability issues between router and set top boxes.
Swisscom (Zurich)
3 years 1 month
2011-01 - 2014-01

SW technology boosting the performance of standard 3D

Entrepreneur, CEO
Entrepreneur, CEO
  • developed a SW technology boosting the performance of standard 3D codecs
  • I have invented an algorithm which has been developed in cooperation. This algorithm runs in SW, significantly boosts the compression perform
on REquest
9 years 2 months
2002-07 - 2011-08

develop WIFI chips

Program Manager Chip design process Wireless DSP Algorithms
Program Manager
  • I leveraged my WIFI knowledge and experience in helping Infineon to develop WIFI chips  and WIFI solutions in cooperation with leading companies (Agere, CSR and ATHEROS).
WIFI chips
Chip design process Wireless DSP Algorithms
Infineon Technologies, Munich, Germany
Munich

Aus- und Weiterbildung

Aus- und Weiterbildung

1974 - 1978

Princeton University, Department of Electrical Engineering

MA, MSC, PH.D. PhD

Thesis in the field of Statistics: on Request


1972 - 1974

Institut National Polytechnique de Grenoble ? France

Electrical Engineer

Position

Position

My role is lead engineer in Statistics and Analytics in a data driven company. In the past I have held different roles, ranging from Software and DSP Engineer to Startup VP of Engineering and Program manager in a corporate company. I position myself as a technical expert with hands-on and management capabilities.

Kompetenzen

Kompetenzen

Top-Skills

AI Machine Learning DSP Algorithms Audio Video Wireless Big Data Analytics Predictive Analytics Embedded Software MATLAB Google Analytics Server Side Analytics Bigquery Datastudio Looker Google Tag Manager Audio Coding Video coding Wireless communication WLAN FaceID Label-Studio Visual-Studio Android-Studio Google-Cloud Google-Storage Python Java C++ Rust

Aufgabenbereiche

Architecture
Construction
Telcos (TV Mobile)
Wireless
Semiconductor
IOT

Produkte / Standards / Erfahrungen / Methoden

Profile

  • Challenging and exciting technical work
  • I share my energy, leadership, technical expertise and hands-on experience to find simple solutions to challenging problems


Technical Skills

  • Statistics, ML, Python, SQL, GTM, Google Analytics, Consent management, Bigquery, dataform/dbt, DataStudio, DataFlow, ensemble models, boost, XGboost, deep learning (NN), NN frameworks (Keras, Pytorch), LMM
  • Team work with Agile (JIRA)
  • WIFI, Video compression (2D and 3D), Biometrics (Face Recognition)
  • IOT, Arm based processors, Trust Zone

Branchen

Branchen

Military Industry (Radar Engineer), Semiconductor Industry (Embedded algorithms implementation at Infineon ), Architecture (Daaily Platforms AG, Zurich),

TV (Swisscom TV, Telly TV Inc)

Einsatzorte

Einsatzorte

Zurich (+100km) Bern (+100km) Munich (+100km) Innsbruck (+50km) Salzburg (+50km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

1 year 1 month
2024-08 - 2025-08

Label Training, Detection and Optimization

Algorithm and Software Developer Python Android service Visual Studio ...
Algorithm and Software Developer

1. Concept for detecting labels in TV Video captures

2. Development of algorithms in Rust

3. Python based Machine Learning for Training Tool

4. Python based detection tool for Desktop implementation

5. Android Service Implementation running on Android TV. (Java and Rust)

6. Optimization of Labels using a automatic supervising tool

Android Service running real time detection algorithms
Python Android service Visual Studio Rust Java Label-Studio Android-Studio Machine Learning Statistics Perceptual Hash (pHash)
Munich, Zurich
3 years
2022-08 - 2025-07

Server Side Analytics using Google Tag Manager to replace Google Analytics

Senior Data Scientist & Software Engineer Python Google Analytics SImilarweb ...
Senior Data Scientist & Software Engineer
  • Consent management
  • Analytics reports with Looker
  • Adaptive Index mathematical concept for classification of websites
  • Specification of metrics, website segmentation
Python Google Analytics SImilarweb Google Tag Manager Bigquery DataStudio Looker SPSS C++ Dataform
Daily platforms AG, Zurich, Switzerland
Zurich
3 years 4 months
2019-04 - 2022-07

Prescriptive Analytics

Senior Data Scientist
Senior Data Scientist
  • Find insights to improve the NPS of TV providers
  • 2 main customers: Switzerland Quickline and Austria A1
  • I lead and develop algorithms, ML models for detecting anomalies, causal Bayesian models for causality, NLP using XGboost
Ambrite AG, Zurich, Switzerland
1 year 3 months
2018-02 - 2019-04

Positioning of 3D Face Recognition IP

Product and Business Development Manager
Product and Business Development Manager

ams-Keylemon , Martigny, Switzerland
6 months
2017-11 - 2018-04

secure Face Identification

Product and Business Development Manager
Product and Business Development Manager
Keylemon S.A. has developed 3D Face Recognition technology,  I joined Keylemon
(startup of Swisscom Ventures) to define a product which would trigger an exit. My main
contributions: Keylemon was the first company delivering an Android Smartphone with fully integrating 3D Face Recognition. As a result, the company was successfully acquired by a semiconductor company, ams AG. I joined ams. I co authored a patent (https://patents.justia.com/patent/20190205517)  using a trusted zone for secure Face Identification.
Keylemon S.A., Martigny, Switzerland
Martigny
1 year 7 months
2016-04 - 2017-10

virtual reality technology

Head of Product Development C++ Linux Open-CV ...
Head of Product Development
  • VirtualAds developed a virtual reality technology, replacing local Ads on LED cabinets at football stadiums with virtual ads, the replacement being done locally and then being broadcasted.
  • I joined this startup of Swisscom Ventures, hired the R&D team (mostly SW engineers) and developed a product starting from a prototype which had been developed by the Fraunhofer Institute.
C++ Linux Open-CV Bildverarbeitung
VirtualAds, Saint Augustin, Germany
St. Augustin Germany
2 years 1 month
2014-01 - 2016-01

Interoperability Testing and Performance Optimization

Senior Technical Consultant
Senior Technical Consultant
  • Team Leader: Interoperability Testing and Performance Optimization of Gateways and Set Top Boxes over WIFI.
  • Development Lead: 4K Set Top Box, System and Hardware.
  • I was hired to identify and bring solutions to IPTV multicast streaming over WIFI. I found incompatibilities in the multicast IGMP, UDP, WIFI MAC aggregation protocols, and brought solutions to interoperability issues between router and set top boxes.
Swisscom (Zurich)
3 years 1 month
2011-01 - 2014-01

SW technology boosting the performance of standard 3D

Entrepreneur, CEO
Entrepreneur, CEO
  • developed a SW technology boosting the performance of standard 3D codecs
  • I have invented an algorithm which has been developed in cooperation. This algorithm runs in SW, significantly boosts the compression perform
on REquest
9 years 2 months
2002-07 - 2011-08

develop WIFI chips

Program Manager Chip design process Wireless DSP Algorithms
Program Manager
  • I leveraged my WIFI knowledge and experience in helping Infineon to develop WIFI chips  and WIFI solutions in cooperation with leading companies (Agere, CSR and ATHEROS).
WIFI chips
Chip design process Wireless DSP Algorithms
Infineon Technologies, Munich, Germany
Munich

Aus- und Weiterbildung

Aus- und Weiterbildung

1974 - 1978

Princeton University, Department of Electrical Engineering

MA, MSC, PH.D. PhD

Thesis in the field of Statistics: on Request


1972 - 1974

Institut National Polytechnique de Grenoble ? France

Electrical Engineer

Position

Position

My role is lead engineer in Statistics and Analytics in a data driven company. In the past I have held different roles, ranging from Software and DSP Engineer to Startup VP of Engineering and Program manager in a corporate company. I position myself as a technical expert with hands-on and management capabilities.

Kompetenzen

Kompetenzen

Top-Skills

AI Machine Learning DSP Algorithms Audio Video Wireless Big Data Analytics Predictive Analytics Embedded Software MATLAB Google Analytics Server Side Analytics Bigquery Datastudio Looker Google Tag Manager Audio Coding Video coding Wireless communication WLAN FaceID Label-Studio Visual-Studio Android-Studio Google-Cloud Google-Storage Python Java C++ Rust

Aufgabenbereiche

Architecture
Construction
Telcos (TV Mobile)
Wireless
Semiconductor
IOT

Produkte / Standards / Erfahrungen / Methoden

Profile

  • Challenging and exciting technical work
  • I share my energy, leadership, technical expertise and hands-on experience to find simple solutions to challenging problems


Technical Skills

  • Statistics, ML, Python, SQL, GTM, Google Analytics, Consent management, Bigquery, dataform/dbt, DataStudio, DataFlow, ensemble models, boost, XGboost, deep learning (NN), NN frameworks (Keras, Pytorch), LMM
  • Team work with Agile (JIRA)
  • WIFI, Video compression (2D and 3D), Biometrics (Face Recognition)
  • IOT, Arm based processors, Trust Zone

Branchen

Branchen

Military Industry (Radar Engineer), Semiconductor Industry (Embedded algorithms implementation at Infineon ), Architecture (Daaily Platforms AG, Zurich),

TV (Swisscom TV, Telly TV Inc)

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