Senior AWS Cloud & GenAI Solution Architect | Python, Bedrock, Terraform, Microservices.
Aktualisiert am 30.09.2026
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 30.09.2026
Verfügbar zu: 100%
davon vor Ort: 100%
AWS
Cloud Architect
Solution Architect
Machine Learning
Deep Learning
Python
Terraform
Microservices
Amazon EC2
IAM
nginx
IT-Compliance

Einsatzorte

Einsatzorte

Deutschland
möglich

Projekte

Projekte

1 year 2 months
2025-08 - now

Production Agentic AI

Principal AI Engineer & Technology Lead
Principal AI Engineer & Technology Lead
  • Production Agentic AI: Architect, build, deploy, and operate an AWS-hosted AI SaaS platform using Terraform, converting deterministic application logic into production multi-agent GenAI workflows with Step Functions, vector databases, advanced RAG, model routing, validation, and human review.
  • Python, API & Model Integration: Build and troubleshoot Python/FastAPI REST services and secure model integrations. Worked with Amazon API Gateway for authenticated model access, throttling/rate controls, and CloudWatch monitoring/alerts; later consolidated production model access into Amazon Bedrock for resilience, governance, and control.
  • Model Orchestration: Designed stage-specific AgentCore orchestration across Amazon Bedrock, Anthropic Claude, Amazon Nova, OpenAI, and Gemini, selecting models by task complexity, output quality, latency, and cost.
  • Testing, Evaluation & Guardrails: Create and review test cases for model behaviour, structured outputs, source validation, failure handling, and input/output guardrails; established benchmarking, automated error tracking, human-review checkpoints, and controlled release practices.
  • Production Engineering & Reliability: Introduced AI-assisted engineering across architecture, Python development, testing, and remediation, cutting major redesign-to-production cycles in half while sustaining near 99.9% uptime and reducing inference costs by 25%.
  • Data, Security & Integration: Integrated external market and industry data through EventBridge and re-engineered AWS security/service integration using IAM roles and policies, service identities, CloudFront, WAF, Route 53, JWT/session authentication, gated service-to-service access, Stripe APIs, webhooks, and S3 audit evidence.
INDEPENDENT CONSULTANT ? AI-ENABLED SaaS STARTUP | Remote
3 years 3 months
2022-04 - 2025-06

Technical Delivery & Solutions Architecture

Consulting Partner / Client Partner
Consulting Partner / Client Partner
  • Client Delivery Leadership & Executive Advisory: Built senior stakeholder relationships and engaged directly with C-suite leaders (CTO/CIO level) across Tier-1 Frankfurt financial institutions and global enterprises, shaping technical strategy for capital markets, VaR, and risk platform modernisation.
  • AWS Solutioning & Technical Leadership: Led hands-on AWS solutioning including provisioning and configuring resources, IAM controls, iterative build-test validation, implementation, troubleshooting, and production transition while guiding cross-functional engineering teams.
  • US Defence Logistics Architecture: Led iterative build-test-teardown solutioning for a portable US Department of Defence logistics/warehouse platform on AWS, using DynamoDB for low-latency keyed logistics data, Amazon RDS for custom wireless-device data, and CloudWatch for security and operational monitoring, alongside EC2, S3, Outposts, and secure networking.
  • Financial Services AI: Architected AI and data solutions for Tier-1 banks covering transaction fraud detection, digital payments, AML automation, secure integration, and regulated decision processes compliant with DORA and GDPR controls.
  • Insurance, Underwriting & Claims: Supported transformation, automation, and risk/security work for a major US insurer, including underwriting and claims process automation, operational resilience, cybersecurity controls, service monitoring, and stabilisation of a failed overnight batch process.
  • Reference Architecture & Delivery Recovery: Set reusable architecture and integration patterns, technical governance, and engineering standards; mentored delivery teams and recovered a stalled $250M global transformation by resetting engineering scope, dependencies, and production milestones.
1 year
2021-01 - 2021-12

Architected technical execution and enterprise target states

Principal Cloud Architect & Migration Strategy Lead
Principal Cloud Architect & Migration Strategy Lead
  • Architected technical execution and enterprise target states for a $400M+ global cloud migration covering server replatforming, ERP integration, and architecture reviews across global data centres.
  • Coordinated architecture, engineering, application, infrastructure, and business teams using delivery controls designed to reduce migration and production risk.
UNISYS | US / Remote
7 months
2020-04 - 2020-10

Managed complex AWS/GCP migration and restored delivery control

Senior IT Project Manager (Contract Assignment)
Senior IT Project Manager (Contract Assignment)
  • Managed complex AWS/GCP migration and restored delivery control within six weeks through architecture review, go/no-go controls, rollback planning, and tightly governed migration windows.
ACCENTURE | US / Remote
1 year 1 month
2018-08 - 2019-08

Developed ML-enabled KYC/AML onboarding and control frameworks

Senior Manager, Financial Services Advisory
Senior Manager, Financial Services Advisory
  • Developed ML-enabled KYC/AML onboarding and control frameworks for major financial institutions, working across regulatory, data, technology, and risk requirements under GDPR and Swiss FADP.
KPMG | Zurich, Switzerland
2 years 8 months
2016-01 - 2018-08

Led technology and risk-reporting programmes

Director, Technical Delivery
Director, Technical Delivery
  • Led technology and risk-reporting programmes for private banking and regulated financial services clients, including VaR/risk reporting, data and control requirements, executive reporting, testing, and production delivery.
  • Translated risk and regulatory requirements into technology change across business, data, control, and engineering teams.
PwC | London, United Kingdom

Aus- und Weiterbildung

Aus- und Weiterbildung

  • Bachelor of Science, Electrical Engineering and Computer Science ? Eli Whitney State College
  • Advanced Accounting and Corporate Finance Studies ? Lehman College
  • AWS Partner Accreditation ? Business and Technical

Kompetenzen

Kompetenzen

Top-Skills

AWS Cloud Architect Solution Architect Machine Learning Deep Learning Python Terraform Microservices Amazon EC2 IAM nginx IT-Compliance

Produkte / Standards / Erfahrungen / Methoden

PROFESSIONAL SUMMARY

Hands-on Principal AI Technical Consultant and Enterprise Cloud Architect specialising in production multi-agent GenAI, advanced RAG, and AWS Bedrock platform architecture. Combines deep technical execution (Python/FastAPI, Step Functions, Terraform, AgentCore) with extensive financial services experience delivering regulated cloud solutions under DORA, EU AI Act, GDPR, and BaFin/ECB audit frameworks. Available immediately for English-speaking B2B contract roles across Frankfurt, Munich, and remote DACH.


TECHNICAL EXPERTISE

  • AI & Agentic Systems: Multi-Agent GenAI, Advanced RAG, Bedrock AgentCore, Anthropic Claude, OpenAI, Vector DBs, Guardrails, Human-in-the-Loop.
  • AWS & Cloud Infrastructure: Terraform, CloudFormation, API Gateway, Lambda, ECS/EKS, Step Functions, EventBridge, S3, DynamoDB, RDS, IAM, WAF.
  • Software & Integration: Python, FastAPI, REST APIs, Nginx, JWT/OAuth, Webhooks, CI/CD, Model Benchmarking & Observability.
  • Governance & Banking: DORA Compliance, EU AI Act, BaFin/ECB Controls, GDPR, VaR/Risk Reporting, AML/KYC, Fraud & Digital Payments.


ADDITIONAL FINANCIAL SERVICES EXPERIENCE

  • UBS AG | Technical Project Manager (Contract) | Zurich, Switzerland ? Delivered VaR and risk-reporting change in a regulated banking environment, coordinating technology, data, controls, testing, and stakeholder reporting.
  • TATA CONSULTANCY SERVICES (TCS) | Delivery Director | London, UK ? Led banking technology delivery and contributed to wealth/private banking strategy and transformation work.
  • MICHAEL PAGE | Senior Technology Consultant ? JPMorgan, HSBC, TD Bank | New York, US ? Assignments included JPMorgan VaR and risk reporting, HSBC Private Bank/custody review work, payments/reconciliation, and enterprise banking controls.

Einsatzorte

Einsatzorte

Deutschland
möglich

Projekte

Projekte

1 year 2 months
2025-08 - now

Production Agentic AI

Principal AI Engineer & Technology Lead
Principal AI Engineer & Technology Lead
  • Production Agentic AI: Architect, build, deploy, and operate an AWS-hosted AI SaaS platform using Terraform, converting deterministic application logic into production multi-agent GenAI workflows with Step Functions, vector databases, advanced RAG, model routing, validation, and human review.
  • Python, API & Model Integration: Build and troubleshoot Python/FastAPI REST services and secure model integrations. Worked with Amazon API Gateway for authenticated model access, throttling/rate controls, and CloudWatch monitoring/alerts; later consolidated production model access into Amazon Bedrock for resilience, governance, and control.
  • Model Orchestration: Designed stage-specific AgentCore orchestration across Amazon Bedrock, Anthropic Claude, Amazon Nova, OpenAI, and Gemini, selecting models by task complexity, output quality, latency, and cost.
  • Testing, Evaluation & Guardrails: Create and review test cases for model behaviour, structured outputs, source validation, failure handling, and input/output guardrails; established benchmarking, automated error tracking, human-review checkpoints, and controlled release practices.
  • Production Engineering & Reliability: Introduced AI-assisted engineering across architecture, Python development, testing, and remediation, cutting major redesign-to-production cycles in half while sustaining near 99.9% uptime and reducing inference costs by 25%.
  • Data, Security & Integration: Integrated external market and industry data through EventBridge and re-engineered AWS security/service integration using IAM roles and policies, service identities, CloudFront, WAF, Route 53, JWT/session authentication, gated service-to-service access, Stripe APIs, webhooks, and S3 audit evidence.
INDEPENDENT CONSULTANT ? AI-ENABLED SaaS STARTUP | Remote
3 years 3 months
2022-04 - 2025-06

Technical Delivery & Solutions Architecture

Consulting Partner / Client Partner
Consulting Partner / Client Partner
  • Client Delivery Leadership & Executive Advisory: Built senior stakeholder relationships and engaged directly with C-suite leaders (CTO/CIO level) across Tier-1 Frankfurt financial institutions and global enterprises, shaping technical strategy for capital markets, VaR, and risk platform modernisation.
  • AWS Solutioning & Technical Leadership: Led hands-on AWS solutioning including provisioning and configuring resources, IAM controls, iterative build-test validation, implementation, troubleshooting, and production transition while guiding cross-functional engineering teams.
  • US Defence Logistics Architecture: Led iterative build-test-teardown solutioning for a portable US Department of Defence logistics/warehouse platform on AWS, using DynamoDB for low-latency keyed logistics data, Amazon RDS for custom wireless-device data, and CloudWatch for security and operational monitoring, alongside EC2, S3, Outposts, and secure networking.
  • Financial Services AI: Architected AI and data solutions for Tier-1 banks covering transaction fraud detection, digital payments, AML automation, secure integration, and regulated decision processes compliant with DORA and GDPR controls.
  • Insurance, Underwriting & Claims: Supported transformation, automation, and risk/security work for a major US insurer, including underwriting and claims process automation, operational resilience, cybersecurity controls, service monitoring, and stabilisation of a failed overnight batch process.
  • Reference Architecture & Delivery Recovery: Set reusable architecture and integration patterns, technical governance, and engineering standards; mentored delivery teams and recovered a stalled $250M global transformation by resetting engineering scope, dependencies, and production milestones.
1 year
2021-01 - 2021-12

Architected technical execution and enterprise target states

Principal Cloud Architect & Migration Strategy Lead
Principal Cloud Architect & Migration Strategy Lead
  • Architected technical execution and enterprise target states for a $400M+ global cloud migration covering server replatforming, ERP integration, and architecture reviews across global data centres.
  • Coordinated architecture, engineering, application, infrastructure, and business teams using delivery controls designed to reduce migration and production risk.
UNISYS | US / Remote
7 months
2020-04 - 2020-10

Managed complex AWS/GCP migration and restored delivery control

Senior IT Project Manager (Contract Assignment)
Senior IT Project Manager (Contract Assignment)
  • Managed complex AWS/GCP migration and restored delivery control within six weeks through architecture review, go/no-go controls, rollback planning, and tightly governed migration windows.
ACCENTURE | US / Remote
1 year 1 month
2018-08 - 2019-08

Developed ML-enabled KYC/AML onboarding and control frameworks

Senior Manager, Financial Services Advisory
Senior Manager, Financial Services Advisory
  • Developed ML-enabled KYC/AML onboarding and control frameworks for major financial institutions, working across regulatory, data, technology, and risk requirements under GDPR and Swiss FADP.
KPMG | Zurich, Switzerland
2 years 8 months
2016-01 - 2018-08

Led technology and risk-reporting programmes

Director, Technical Delivery
Director, Technical Delivery
  • Led technology and risk-reporting programmes for private banking and regulated financial services clients, including VaR/risk reporting, data and control requirements, executive reporting, testing, and production delivery.
  • Translated risk and regulatory requirements into technology change across business, data, control, and engineering teams.
PwC | London, United Kingdom

Aus- und Weiterbildung

Aus- und Weiterbildung

  • Bachelor of Science, Electrical Engineering and Computer Science ? Eli Whitney State College
  • Advanced Accounting and Corporate Finance Studies ? Lehman College
  • AWS Partner Accreditation ? Business and Technical

Kompetenzen

Kompetenzen

Top-Skills

AWS Cloud Architect Solution Architect Machine Learning Deep Learning Python Terraform Microservices Amazon EC2 IAM nginx IT-Compliance

Produkte / Standards / Erfahrungen / Methoden

PROFESSIONAL SUMMARY

Hands-on Principal AI Technical Consultant and Enterprise Cloud Architect specialising in production multi-agent GenAI, advanced RAG, and AWS Bedrock platform architecture. Combines deep technical execution (Python/FastAPI, Step Functions, Terraform, AgentCore) with extensive financial services experience delivering regulated cloud solutions under DORA, EU AI Act, GDPR, and BaFin/ECB audit frameworks. Available immediately for English-speaking B2B contract roles across Frankfurt, Munich, and remote DACH.


TECHNICAL EXPERTISE

  • AI & Agentic Systems: Multi-Agent GenAI, Advanced RAG, Bedrock AgentCore, Anthropic Claude, OpenAI, Vector DBs, Guardrails, Human-in-the-Loop.
  • AWS & Cloud Infrastructure: Terraform, CloudFormation, API Gateway, Lambda, ECS/EKS, Step Functions, EventBridge, S3, DynamoDB, RDS, IAM, WAF.
  • Software & Integration: Python, FastAPI, REST APIs, Nginx, JWT/OAuth, Webhooks, CI/CD, Model Benchmarking & Observability.
  • Governance & Banking: DORA Compliance, EU AI Act, BaFin/ECB Controls, GDPR, VaR/Risk Reporting, AML/KYC, Fraud & Digital Payments.


ADDITIONAL FINANCIAL SERVICES EXPERIENCE

  • UBS AG | Technical Project Manager (Contract) | Zurich, Switzerland ? Delivered VaR and risk-reporting change in a regulated banking environment, coordinating technology, data, controls, testing, and stakeholder reporting.
  • TATA CONSULTANCY SERVICES (TCS) | Delivery Director | London, UK ? Led banking technology delivery and contributed to wealth/private banking strategy and transformation work.
  • MICHAEL PAGE | Senior Technology Consultant ? JPMorgan, HSBC, TD Bank | New York, US ? Assignments included JPMorgan VaR and risk reporting, HSBC Private Bank/custody review work, payments/reconciliation, and enterprise banking controls.

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