Natural Language Processing ? Cloud and AI Expert ? Engineering Manager ? Machine Learning ? Experienced CISO/CTO(CIO) ? Product Management Experience
Aktualisiert am 07.06.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 07.06.2024
Verfügbar zu: 100%
davon vor Ort: 100%
Machine Learning
IT-Security
Python
Deep Learning
ISO 27000
CISSP
German
Muttersprache
English
Muttersprache
French
Verhandlungssicher
Spanish
Verhandlungssicher
Portuguese
Fortgeschritten
Italian
Grundkenntnisse
Chinese
Fortgeschritten

Einsatzorte

Einsatzorte

Zurich (+500km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

1 year 8 months
2022-10 - now

Developed and implemented robust security measures

Senior Advisor (Shareholder) Secure Cloud AI Solutions, Senior Cloud Security Architect
Senior Advisor (Shareholder) Secure Cloud AI Solutions, Senior Cloud Security Architect

Developed and implemented robust security measures for scalable cloud architectures across Austria's leading media, sports, energy companies, and political parties. Led a team in deploying secure database solutions compliant with GDPR and the AI Act. 

  • Performed data analytics to evaluate security threats and vulnerabilities.
  • Designed, advised on and executed strategies for enhancing system security.
  • Developed workshops on AI for mid-sized companies to improve their security posture.

Maschinenhirn GmbH
1 year 8 months
2022-10 - now

Secure Cloud AI Development Platform, Machine Learning

Senior Software Engineering Manager
Senior Software Engineering Manager

Lead, mentor and grow a team of 15 software and security engineers, proficient in Python, C++, cultivating a culture of innovation. Collaborated with Product Management to align development with organizational objectives, delivering high-quality software on schedule and within budget. 

  • Directed the development of innovative scalable cloud architectures, leading successful product launches that surpassed business objectives in the legal insurance, textile sensor and sustainable energy sectors.
  • Established strategic partnerships with global tech entities and universities, notably enhancing innovation through advanced algorithm strategies.
  • Launched an AI-driven zero-trust security framework, enhancing threat detection by 30% and bolstering system robustness.
  • As Head of Innovation at a global embroidery company with over 800 employees, led the development of advanced sensor, shape memory alloys following ISO13485 standards, integrated electrodes & patented light equipment sold to the military, including the German one, showcasing innovation in defense technology and significant contribution to national security with a lighter equipment.
  • Managed a Security Operations Center (SOC).

KeyTech Solutions, Boston, MA
3 years 3 months
2019-07 - 2022-09

developing and maintaining a high-transaction medical test processing platform

Global Product Manager Services & Advanced Analytics
Global Product Manager Services & Advanced Analytics

Led a team in developing and maintaining a high-transaction medical test processing platform for Roche, focusing on scalability, security, and robustness. Enhanced patient outcomes and operational efficiency through advanced analytics and strategic partnerships. 

  • Managed the ML software team and portfolio, advancing predictive analytics for physical test machines and medical data globally, and successfully established robust SLAs.
  • Chaired the Roche Product Care(PCQT) and AI Safety Committees and the software and security review team for the cloud-deployed SaaS Viewics, achieving compliance and avoiding significant fines, exceeding 4% of annual turnover.
  • Utilized Python and machine learning tools (Pandas, NumPy, XGBoost, Tensorflow) to predict eGFR decline and enhance cybersecurity measures Successfully led international regulatory negotiations for Roche's firewalls, bolstering the company's global IT security and market presence

Roche Diagnostics AG
Rotkreuz, Switzerland
7 years 2 months
2014-06 - 2021-07

Conducted thorough research and testing assistant activities

Startup-Advisor, Research and Teaching Assistant/Associate
Startup-Advisor, Research and Teaching Assistant/Associate
  • Conducted thorough research and testing assistant activities in a variety of projects. Taught courses on secure Python coding.
Harvard Business School
3 years 9 months
2016-04 - 2019-12

System engineering and scripting for both Windows powershell

Technical Director (Penetration Testing) and Shareholder
Technical Director (Penetration Testing) and Shareholder

Led penetration software business incorporated in India that provided blockchain based and secure coding services for Cyril Bankers (Gold loans, gold insurance and jewelry investment services)

  • Efficient alignment between technological requirements and business processes, translating ideas, solutions, and information so that they are understood by a wider audience.
  • Developing and leading Indian and international technical and operational staff and building a culture of people management based on appreciation of colleagues.
  • Motivating, training and explicitly recognizing the strengths and contributions of the individual.
  • Monitoring of operational cash management: liquidity planning, currency risk management, return on investment, interest rate management as well as General risk management and investment controlling.
  • Manage backup solutions for the client, including VMware, Storage, SAN.
  • System engineering and scripting for both Windows powershell and different Linux distributions.

Whitehat Software Labs plc
3 years 8 months
2015-11 - 2019-06

Engineered and implemented advanced security baselines

Chief Information Security Research (R&D) (CISO) and Legal Officer, authorized signatory (On premise)
Chief Information Security Research (R&D) (CISO) and Legal Officer, authorized signatory (On premise)

Led 40 people+ AI Start-up through several rounds of funding, manufacturing electronics and sensor technology with AI simulation software.

  • Engineered and implemented advanced security baselines, enhancing endpoint protection and significantly reducing the susceptibility to phishing attacks by 30%.
  • Developed and directed a sophisticated security event monitoring system that improved threat detection capabilities for our magic sensor lamps and streamlined incident response processes.
  • Supported the development of an AI-based retro game platform utilizing evolutionary algorithms, enhancing the gaming experience and broadening the company?s technological offerings with presentations in Copenhagen and at the University of Cambridge

Austria Wirtschaftsservice StartUp Wizards at Works Gmb
5 years 8 months
2013-11 - 2019-06

designing secure AI platform architectures

IT Security Development Team Leader, Head of Data Transformation, Software Developer (Hybrid)
IT Security Development Team Leader, Head of Data Transformation, Software Developer (Hybrid)

Led IT security and data transformation initiatives, designing secure AI platform architectures and streamlining CI/CD workflows, significantly enhancing data processing and system security.

  • Acted as a Senior Fullstack Software Developer for companies like ?Österreichische Staatsdruckerei? (46.7 million turnover) with full security clearance. Conducted technical security assessments, penetration testing and risk analyses to identify and mitigate potential threats for both cloud and on-premise applications, using custom and automated security scanners and runtime application protections for our security printing client in Ivory Coast in French and for biometric applications with public key infrastructure, enhancing data encryption (cryptography) and secure communication.
  • Designed scalable cloud architectures for AI platforms, adhering to stringent security standards from inception to launch, for example as a CTO/CIO for a SME with 286 million turnover.
  • Prepared healthcare hackathons in collaboration with public and private entities, including Codete and Microsoft, IBM, Bayer, to enhance service promotion and innovation in critical health sectors, aligning with the emphasis on innovative accelerators.
  • Streamlined CI/CD workflows, heightening code deployment and diminishing the necessity for rollbacks.
  • Amplified data processing efficiency by 60% using evolutionary algorithms for a prominent feature film featuring Chase Masterson, known for her role as Leeta in "Star Trek".

ITC Management Group
New York

Aus- und Weiterbildung

Aus- und Weiterbildung

3 years 1 month
2024-01 - 2027-01

Certified Cisco Network Associate, Network Security, Cisco, Valid


2 years 1 month
2024-01 - 2026-01

Google Cloud Platform Professional Cloud Architect

Google, Valid
Google, Valid


1 year 1 month
2024-01 - 2025-01

Microsoft Certified: Azure Administrator Associate, Valid


1 month
2024-04 - 2024-04

Tensorflow Certification

Simplilearn
Simplilearn
1 month
2024-01 - 2024-01

Advanced C++,

Simplilearn
Simplilearn
1 month
2024-01 - 2024-01

Python Professional Certificate

Python Institute
Python Institute
1 month
2024-01 - 2024-01

Certified Information Systems Auditor (CISA)

ISACA
ISACA


1 month
2024-01 - 2024-01

Lean Six Sigma Black Bel

IMC Institute, The CPD Certification Service
IMC Institute, The CPD Certification Service


1 month
2024-01 - 2024-01

Unitar (United Nations) Certificate Gender and Environment

Diversity& Inclusion
Diversity& Inclusion


1 month
2023-12 - 2023-12

Service Now IT Leadership Professional Certificate

Service Now
Service Now


1 month
2023-12 - 2023-12

 Certified Machine Learning Specialist

Career Essentials in Generative AI by Microsoft
Career Essentials in Generative AI by Microsoft


1 month
2023-12 - 2023-12

Professional Scrum Master I (PSM I)


1 month
2023-11 - 2023-11

Aha! Product Management Professional Certificate, Compensation Metrics


1 month
2023-10 - 2023-10

Career Essentials in GitHub Professional Certificate


1 month
2022-08 - 2022-08

Certificate of Accreditation, PDSL Mediation Training, Phoenix Dispute Resolutions

Chartered Institute of Arbitrators, Civil Mediation Council
Chartered Institute of Arbitrators, Civil Mediation Council


1 month
2021-07 - 2021-07

Didactics Certificate, Persuasive Communication,

Massachusetts Institute of Technology
Massachusetts Institute of Technology

Kompetenzen

Kompetenzen

Top-Skills

Machine Learning IT-Security Python Deep Learning ISO 27000 CISSP

Produkte / Standards / Erfahrungen / Methoden

Profile

Experienced Engineering Manager and Cloud AI Expert with a robust background in Natural Language Processing, Machine Learning, and secure cloud infrastructure including managing a SOC. Over 10 years of proven experience in designing and managing advanced cloud-based AI platforms using AWS, TensorFlow, PyTorch, and Databricks. Strong focus on Python programming, AI product development, and leading cross-functional teams to drive innovation and efficiency in technology operations and in the design of chatbots for large organizations.


Core strengths and technical skills

  • Advanced Python programming
  • Expert in Natural Language Processing
  • Certified in TensorFlow and PyTorch
  • Extensive & certified in AWS/Azure cloud
  • Team development and budget accountability
  • Skilled in Terraform infrastructure deployment
  • Adept in Databricks for data and ML workflows
  • Leadership in engineering teams
  • Expertise in data security and IT compliance
  • Effective AI solutions integration
  • Strong problem-solving skills
  • Insurance/finance solutions and programming innovative AI solutions for legal insurance providers
  • Expertise in medical/chemical industry standards (i.e., ISO13485, 27001, 14971, GMP, REACH, HIPAA, GDPR, MDR, FDA; ACA; HL7, IHE, .)
  • Fluent in FR, EN, DE, ES; intermediate- PT, ZH
  • Expert in Cloud Computing: AWS, Azure, GCP
  • High Level Languages Proficiency: Python, C++, C#, C, Java, JavaScript, SQL, Ruby, Go, R

  • Frameworks/Libraries: TensorFlow, PyTorch, SciKit-Learn, Node.js, React, Jupyter, Prompt Engineering, Angular, Spring, Django, Vue.js
  • DevOps: Docker, Kubernetes, Terraform, Ansible

  • CI/CD, Version Control (Git), XML/XSLT
  • AI and Machine Learning: Jupyter, ML Model Development, A/B Testing, Generative AI
  • APIs: OAuth, JWT, API rate limiting, Swagger
  • Data Analytics: Experienced in data mining, statistics, data lake and big data frameworks.
  • Security Auditing: Incident Response, Penetration Testing, Forensic Analysis, Risk Management, Encryption, Firewall Management, Vulnerability Assessment, Network Security, Powershell.


Keynotes

1.  A comparative security study of Internet of Things technologies NB-IoT, 5G, LoRaWan, Sigfox, and Zigbee for industrial use. .  Presentation available at URL on request

2.  GNU GPL für Blender. . Presentation Available at URL on request

Guest Lecture: Understanding Beauty Using Evolutionary Cycles of Cellular Automata. Cambridge University.

Datenbanken

MySQL
PostgreSQL
SQL

Einsatzorte

Einsatzorte

Zurich (+500km)
Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

1 year 8 months
2022-10 - now

Developed and implemented robust security measures

Senior Advisor (Shareholder) Secure Cloud AI Solutions, Senior Cloud Security Architect
Senior Advisor (Shareholder) Secure Cloud AI Solutions, Senior Cloud Security Architect

Developed and implemented robust security measures for scalable cloud architectures across Austria's leading media, sports, energy companies, and political parties. Led a team in deploying secure database solutions compliant with GDPR and the AI Act. 

  • Performed data analytics to evaluate security threats and vulnerabilities.
  • Designed, advised on and executed strategies for enhancing system security.
  • Developed workshops on AI for mid-sized companies to improve their security posture.

Maschinenhirn GmbH
1 year 8 months
2022-10 - now

Secure Cloud AI Development Platform, Machine Learning

Senior Software Engineering Manager
Senior Software Engineering Manager

Lead, mentor and grow a team of 15 software and security engineers, proficient in Python, C++, cultivating a culture of innovation. Collaborated with Product Management to align development with organizational objectives, delivering high-quality software on schedule and within budget. 

  • Directed the development of innovative scalable cloud architectures, leading successful product launches that surpassed business objectives in the legal insurance, textile sensor and sustainable energy sectors.
  • Established strategic partnerships with global tech entities and universities, notably enhancing innovation through advanced algorithm strategies.
  • Launched an AI-driven zero-trust security framework, enhancing threat detection by 30% and bolstering system robustness.
  • As Head of Innovation at a global embroidery company with over 800 employees, led the development of advanced sensor, shape memory alloys following ISO13485 standards, integrated electrodes & patented light equipment sold to the military, including the German one, showcasing innovation in defense technology and significant contribution to national security with a lighter equipment.
  • Managed a Security Operations Center (SOC).

KeyTech Solutions, Boston, MA
3 years 3 months
2019-07 - 2022-09

developing and maintaining a high-transaction medical test processing platform

Global Product Manager Services & Advanced Analytics
Global Product Manager Services & Advanced Analytics

Led a team in developing and maintaining a high-transaction medical test processing platform for Roche, focusing on scalability, security, and robustness. Enhanced patient outcomes and operational efficiency through advanced analytics and strategic partnerships. 

  • Managed the ML software team and portfolio, advancing predictive analytics for physical test machines and medical data globally, and successfully established robust SLAs.
  • Chaired the Roche Product Care(PCQT) and AI Safety Committees and the software and security review team for the cloud-deployed SaaS Viewics, achieving compliance and avoiding significant fines, exceeding 4% of annual turnover.
  • Utilized Python and machine learning tools (Pandas, NumPy, XGBoost, Tensorflow) to predict eGFR decline and enhance cybersecurity measures Successfully led international regulatory negotiations for Roche's firewalls, bolstering the company's global IT security and market presence

Roche Diagnostics AG
Rotkreuz, Switzerland
7 years 2 months
2014-06 - 2021-07

Conducted thorough research and testing assistant activities

Startup-Advisor, Research and Teaching Assistant/Associate
Startup-Advisor, Research and Teaching Assistant/Associate
  • Conducted thorough research and testing assistant activities in a variety of projects. Taught courses on secure Python coding.
Harvard Business School
3 years 9 months
2016-04 - 2019-12

System engineering and scripting for both Windows powershell

Technical Director (Penetration Testing) and Shareholder
Technical Director (Penetration Testing) and Shareholder

Led penetration software business incorporated in India that provided blockchain based and secure coding services for Cyril Bankers (Gold loans, gold insurance and jewelry investment services)

  • Efficient alignment between technological requirements and business processes, translating ideas, solutions, and information so that they are understood by a wider audience.
  • Developing and leading Indian and international technical and operational staff and building a culture of people management based on appreciation of colleagues.
  • Motivating, training and explicitly recognizing the strengths and contributions of the individual.
  • Monitoring of operational cash management: liquidity planning, currency risk management, return on investment, interest rate management as well as General risk management and investment controlling.
  • Manage backup solutions for the client, including VMware, Storage, SAN.
  • System engineering and scripting for both Windows powershell and different Linux distributions.

Whitehat Software Labs plc
3 years 8 months
2015-11 - 2019-06

Engineered and implemented advanced security baselines

Chief Information Security Research (R&D) (CISO) and Legal Officer, authorized signatory (On premise)
Chief Information Security Research (R&D) (CISO) and Legal Officer, authorized signatory (On premise)

Led 40 people+ AI Start-up through several rounds of funding, manufacturing electronics and sensor technology with AI simulation software.

  • Engineered and implemented advanced security baselines, enhancing endpoint protection and significantly reducing the susceptibility to phishing attacks by 30%.
  • Developed and directed a sophisticated security event monitoring system that improved threat detection capabilities for our magic sensor lamps and streamlined incident response processes.
  • Supported the development of an AI-based retro game platform utilizing evolutionary algorithms, enhancing the gaming experience and broadening the company?s technological offerings with presentations in Copenhagen and at the University of Cambridge

Austria Wirtschaftsservice StartUp Wizards at Works Gmb
5 years 8 months
2013-11 - 2019-06

designing secure AI platform architectures

IT Security Development Team Leader, Head of Data Transformation, Software Developer (Hybrid)
IT Security Development Team Leader, Head of Data Transformation, Software Developer (Hybrid)

Led IT security and data transformation initiatives, designing secure AI platform architectures and streamlining CI/CD workflows, significantly enhancing data processing and system security.

  • Acted as a Senior Fullstack Software Developer for companies like ?Österreichische Staatsdruckerei? (46.7 million turnover) with full security clearance. Conducted technical security assessments, penetration testing and risk analyses to identify and mitigate potential threats for both cloud and on-premise applications, using custom and automated security scanners and runtime application protections for our security printing client in Ivory Coast in French and for biometric applications with public key infrastructure, enhancing data encryption (cryptography) and secure communication.
  • Designed scalable cloud architectures for AI platforms, adhering to stringent security standards from inception to launch, for example as a CTO/CIO for a SME with 286 million turnover.
  • Prepared healthcare hackathons in collaboration with public and private entities, including Codete and Microsoft, IBM, Bayer, to enhance service promotion and innovation in critical health sectors, aligning with the emphasis on innovative accelerators.
  • Streamlined CI/CD workflows, heightening code deployment and diminishing the necessity for rollbacks.
  • Amplified data processing efficiency by 60% using evolutionary algorithms for a prominent feature film featuring Chase Masterson, known for her role as Leeta in "Star Trek".

ITC Management Group
New York

Aus- und Weiterbildung

Aus- und Weiterbildung

3 years 1 month
2024-01 - 2027-01

Certified Cisco Network Associate, Network Security, Cisco, Valid


2 years 1 month
2024-01 - 2026-01

Google Cloud Platform Professional Cloud Architect

Google, Valid
Google, Valid


1 year 1 month
2024-01 - 2025-01

Microsoft Certified: Azure Administrator Associate, Valid


1 month
2024-04 - 2024-04

Tensorflow Certification

Simplilearn
Simplilearn
1 month
2024-01 - 2024-01

Advanced C++,

Simplilearn
Simplilearn
1 month
2024-01 - 2024-01

Python Professional Certificate

Python Institute
Python Institute
1 month
2024-01 - 2024-01

Certified Information Systems Auditor (CISA)

ISACA
ISACA


1 month
2024-01 - 2024-01

Lean Six Sigma Black Bel

IMC Institute, The CPD Certification Service
IMC Institute, The CPD Certification Service


1 month
2024-01 - 2024-01

Unitar (United Nations) Certificate Gender and Environment

Diversity& Inclusion
Diversity& Inclusion


1 month
2023-12 - 2023-12

Service Now IT Leadership Professional Certificate

Service Now
Service Now


1 month
2023-12 - 2023-12

 Certified Machine Learning Specialist

Career Essentials in Generative AI by Microsoft
Career Essentials in Generative AI by Microsoft


1 month
2023-12 - 2023-12

Professional Scrum Master I (PSM I)


1 month
2023-11 - 2023-11

Aha! Product Management Professional Certificate, Compensation Metrics


1 month
2023-10 - 2023-10

Career Essentials in GitHub Professional Certificate


1 month
2022-08 - 2022-08

Certificate of Accreditation, PDSL Mediation Training, Phoenix Dispute Resolutions

Chartered Institute of Arbitrators, Civil Mediation Council
Chartered Institute of Arbitrators, Civil Mediation Council


1 month
2021-07 - 2021-07

Didactics Certificate, Persuasive Communication,

Massachusetts Institute of Technology
Massachusetts Institute of Technology

Kompetenzen

Kompetenzen

Top-Skills

Machine Learning IT-Security Python Deep Learning ISO 27000 CISSP

Produkte / Standards / Erfahrungen / Methoden

Profile

Experienced Engineering Manager and Cloud AI Expert with a robust background in Natural Language Processing, Machine Learning, and secure cloud infrastructure including managing a SOC. Over 10 years of proven experience in designing and managing advanced cloud-based AI platforms using AWS, TensorFlow, PyTorch, and Databricks. Strong focus on Python programming, AI product development, and leading cross-functional teams to drive innovation and efficiency in technology operations and in the design of chatbots for large organizations.


Core strengths and technical skills

  • Advanced Python programming
  • Expert in Natural Language Processing
  • Certified in TensorFlow and PyTorch
  • Extensive & certified in AWS/Azure cloud
  • Team development and budget accountability
  • Skilled in Terraform infrastructure deployment
  • Adept in Databricks for data and ML workflows
  • Leadership in engineering teams
  • Expertise in data security and IT compliance
  • Effective AI solutions integration
  • Strong problem-solving skills
  • Insurance/finance solutions and programming innovative AI solutions for legal insurance providers
  • Expertise in medical/chemical industry standards (i.e., ISO13485, 27001, 14971, GMP, REACH, HIPAA, GDPR, MDR, FDA; ACA; HL7, IHE, .)
  • Fluent in FR, EN, DE, ES; intermediate- PT, ZH
  • Expert in Cloud Computing: AWS, Azure, GCP
  • High Level Languages Proficiency: Python, C++, C#, C, Java, JavaScript, SQL, Ruby, Go, R

  • Frameworks/Libraries: TensorFlow, PyTorch, SciKit-Learn, Node.js, React, Jupyter, Prompt Engineering, Angular, Spring, Django, Vue.js
  • DevOps: Docker, Kubernetes, Terraform, Ansible

  • CI/CD, Version Control (Git), XML/XSLT
  • AI and Machine Learning: Jupyter, ML Model Development, A/B Testing, Generative AI
  • APIs: OAuth, JWT, API rate limiting, Swagger
  • Data Analytics: Experienced in data mining, statistics, data lake and big data frameworks.
  • Security Auditing: Incident Response, Penetration Testing, Forensic Analysis, Risk Management, Encryption, Firewall Management, Vulnerability Assessment, Network Security, Powershell.


Keynotes

1.  A comparative security study of Internet of Things technologies NB-IoT, 5G, LoRaWan, Sigfox, and Zigbee for industrial use. .  Presentation available at URL on request

2.  GNU GPL für Blender. . Presentation Available at URL on request

Guest Lecture: Understanding Beauty Using Evolutionary Cycles of Cellular Automata. Cambridge University.

Datenbanken

MySQL
PostgreSQL
SQL

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