AI Automation & Agentic Systems Engineer
Aktualisiert am 08.05.2026
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 01.06.2026
Verfügbar zu: 100%
davon vor Ort: 100%
AI
IT
Automation
N8N
Database
Agentic AI
SystemArchitektur
English
C2, Proficient
German
A2, Elementary
Arabic
C2, Proficient
Turkish
A2, Elementary

Einsatzorte

Einsatzorte

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

Projekte

Projekte

2025 - 2025: Engineered a LangGraphJS-based multi-agent system


Customer: HEALTHOS / LIFEOS LABS


Tasks:

Engineered a LangGraphJS-based multi-agent system with LiveKit, AWS Bedrock, NestJS, and PostgreSQL, spanning four agents, more than 45 APIs, and 28 autonomous workflows


2023 - 2023: Automated roughly 80 platform workflows


Customer: SPACEMIND / DESTINATIONSPACE


Tasks:

Automated roughly 80 platform workflows across talent review, proposal handling, transcription, disputes, reminders, and briefing using Supabase, n8n, Groq, Slack, Resend, STT, and LLM models


2022 - 2022: Implemented decision workflows


Customer: SAIB BANK / DESTINATIONSPACE


Tasks:

Implemented decision workflows for a multi currency card product covering exchange guidance, budgeting tips, anomaly detection, AI risk scoring, and location-triggered deals, recommendations


2021 - 2021: Built automation flows


Customer: AXISPAY / DESTINATIONSPACE


Tasks:

Built automation flows for SME onboarding and payroll operations, including spreadsheet and HR-system ingestion, OCR-assisted processing, anomaly checks, and salary-computation logic

Aus- und Weiterbildung

Aus- und Weiterbildung

2027

Institution: EUROPEAN NEW SCHOOL OF DIGITAL STUDIES (GERMANY)

Degree: Master of Arts (MA) in Digital Entrepreneurship (MoDE) ? Double-Degree Program

Focus: Digital Innovation & Entrepreneurship


2013

Institution: TANTA UNIVERSITY - ENGLISH STUDIES (EGYPT)

Degree: Bachelor of Arts (BA) in Business Administration

Focus: Communication & Information Technology

Kompetenzen

Kompetenzen

Top-Skills

AI IT Automation N8N Database Agentic AI SystemArchitektur

Produkte / Standards / Erfahrungen / Methoden

Profile

AI Automation Specialist with 6 years of hands-on experience in agentic systems, automated workflows, and AI-native operations across healthcare, fintech, telecom, ERP, and platform environments 


CORE CAPABILITIES

PRODUCT DESIGN

Product discovery, user flows, information architecture, Figma, wireframing, generative UI


SYSTEMS & DATA

REST APIs, SQL/NoSQL, PostgreSQL, Supabase, Node.js, NestJS, React, Docker, RAG pipelines


AI AUTOMATION

Claude Code, LangGraph, n8n, agentic systems, AI-assisted development, workflow automation


OPERATIONS & DELIVERY

Process optimization, monitoring and maintenance, error handling, technical workflow documentation


PROFESSIONAL EXPERIENCE

04/2025 - Present

Role: Agentic Systems Engineer

Customer: LIFEOS LABS, DELAWARE (REMOTE)


Tasks:

Worked on the agentic and workflow automation layer of an AI-native healthcare platform for clinical documentation, research support, ambient scribing, and prior-authorization, in a regulated environment

  • Designed and implemented the orchestration logic for a multi-agent system with a main controller and four specialized agents for medical research, documentation, ambient scribe, and prior-authorization tasks.
  • Built agent workflows using LangGraphJS, AWS Bedrock, NestJS, Next.js, PostgreSQL, and LiveKit to support multi-LLM routing, structured clinical context, and real-time AI-assisted interactions.
  • Integrated external medical databases (i.e. PubMed and Cochrane), and implemented automation flows for patient intake, research retrieval, recurring forms, and admin workflows under HIPAA, GDPR requirements.
  • Contributed to a patent-pending patient context layer that improved longitudinal context retrieval accuracy by 82% in internal testing and helped reduce documentation burden by up to 2 hours per clinician day. 


08/2019 - 03/2025

Role: Product Systems & AI Automation Specialist 

Customer: DESTINATIONSPACE, BERLIN (HYBRID)


Tasks:

Built automated workflows, AI-first system logic, and productized operational flows across fintech, telecom, ERP, knowledge, and internal platform environments

  • Translated complex business processes into executable workflow chains, integration patterns, and automation layers in enterprise and high-volume product environments.
  • Delivered automation layers for customer support, onboarding, retention, pricing, analytics, and process optimization using n8n, LangGraph, Vertex AI, PostgreSQL, Neo4j, Groq, and API system integrations.
  • Built system logic for use cases including chatbot retrieval, KYC, spreadsheet ingestion, payroll processing, anomaly detection, transcription flows, proposal-routing logic, and AI-assisted decision workflows.
  • Implemented these automation patterns across client and internal systems including Vodafone, AxisPay, a top-tier Saudi bank, and DestinationSpace?s own platform products.


05/2014 - 06/2019

Role: Product Design Specialist

Customer: THE STORIES COMPANY, AMSTERDAM


Tasks:

Designed mobile apps, platform concepts, and digital products across accessibility, sustainability, and e-commerce use cases

  • Designed user flows, feature structures, wireframes, and interface logic for app and platform products, turning product concepts into Figma-based design systems and engineering-ready specifications.
  • Contributed to building digital products with React, React Native, PostgreSQL, and custom Shopify implementations, including accessibility-focused mobile experiences, recycling platforms, and marketplaces. 

Einsatzorte

Einsatzorte

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

Projekte

Projekte

2025 - 2025: Engineered a LangGraphJS-based multi-agent system


Customer: HEALTHOS / LIFEOS LABS


Tasks:

Engineered a LangGraphJS-based multi-agent system with LiveKit, AWS Bedrock, NestJS, and PostgreSQL, spanning four agents, more than 45 APIs, and 28 autonomous workflows


2023 - 2023: Automated roughly 80 platform workflows


Customer: SPACEMIND / DESTINATIONSPACE


Tasks:

Automated roughly 80 platform workflows across talent review, proposal handling, transcription, disputes, reminders, and briefing using Supabase, n8n, Groq, Slack, Resend, STT, and LLM models


2022 - 2022: Implemented decision workflows


Customer: SAIB BANK / DESTINATIONSPACE


Tasks:

Implemented decision workflows for a multi currency card product covering exchange guidance, budgeting tips, anomaly detection, AI risk scoring, and location-triggered deals, recommendations


2021 - 2021: Built automation flows


Customer: AXISPAY / DESTINATIONSPACE


Tasks:

Built automation flows for SME onboarding and payroll operations, including spreadsheet and HR-system ingestion, OCR-assisted processing, anomaly checks, and salary-computation logic

Aus- und Weiterbildung

Aus- und Weiterbildung

2027

Institution: EUROPEAN NEW SCHOOL OF DIGITAL STUDIES (GERMANY)

Degree: Master of Arts (MA) in Digital Entrepreneurship (MoDE) ? Double-Degree Program

Focus: Digital Innovation & Entrepreneurship


2013

Institution: TANTA UNIVERSITY - ENGLISH STUDIES (EGYPT)

Degree: Bachelor of Arts (BA) in Business Administration

Focus: Communication & Information Technology

Kompetenzen

Kompetenzen

Top-Skills

AI IT Automation N8N Database Agentic AI SystemArchitektur

Produkte / Standards / Erfahrungen / Methoden

Profile

AI Automation Specialist with 6 years of hands-on experience in agentic systems, automated workflows, and AI-native operations across healthcare, fintech, telecom, ERP, and platform environments 


CORE CAPABILITIES

PRODUCT DESIGN

Product discovery, user flows, information architecture, Figma, wireframing, generative UI


SYSTEMS & DATA

REST APIs, SQL/NoSQL, PostgreSQL, Supabase, Node.js, NestJS, React, Docker, RAG pipelines


AI AUTOMATION

Claude Code, LangGraph, n8n, agentic systems, AI-assisted development, workflow automation


OPERATIONS & DELIVERY

Process optimization, monitoring and maintenance, error handling, technical workflow documentation


PROFESSIONAL EXPERIENCE

04/2025 - Present

Role: Agentic Systems Engineer

Customer: LIFEOS LABS, DELAWARE (REMOTE)


Tasks:

Worked on the agentic and workflow automation layer of an AI-native healthcare platform for clinical documentation, research support, ambient scribing, and prior-authorization, in a regulated environment

  • Designed and implemented the orchestration logic for a multi-agent system with a main controller and four specialized agents for medical research, documentation, ambient scribe, and prior-authorization tasks.
  • Built agent workflows using LangGraphJS, AWS Bedrock, NestJS, Next.js, PostgreSQL, and LiveKit to support multi-LLM routing, structured clinical context, and real-time AI-assisted interactions.
  • Integrated external medical databases (i.e. PubMed and Cochrane), and implemented automation flows for patient intake, research retrieval, recurring forms, and admin workflows under HIPAA, GDPR requirements.
  • Contributed to a patent-pending patient context layer that improved longitudinal context retrieval accuracy by 82% in internal testing and helped reduce documentation burden by up to 2 hours per clinician day. 


08/2019 - 03/2025

Role: Product Systems & AI Automation Specialist 

Customer: DESTINATIONSPACE, BERLIN (HYBRID)


Tasks:

Built automated workflows, AI-first system logic, and productized operational flows across fintech, telecom, ERP, knowledge, and internal platform environments

  • Translated complex business processes into executable workflow chains, integration patterns, and automation layers in enterprise and high-volume product environments.
  • Delivered automation layers for customer support, onboarding, retention, pricing, analytics, and process optimization using n8n, LangGraph, Vertex AI, PostgreSQL, Neo4j, Groq, and API system integrations.
  • Built system logic for use cases including chatbot retrieval, KYC, spreadsheet ingestion, payroll processing, anomaly detection, transcription flows, proposal-routing logic, and AI-assisted decision workflows.
  • Implemented these automation patterns across client and internal systems including Vodafone, AxisPay, a top-tier Saudi bank, and DestinationSpace?s own platform products.


05/2014 - 06/2019

Role: Product Design Specialist

Customer: THE STORIES COMPANY, AMSTERDAM


Tasks:

Designed mobile apps, platform concepts, and digital products across accessibility, sustainability, and e-commerce use cases

  • Designed user flows, feature structures, wireframes, and interface logic for app and platform products, turning product concepts into Figma-based design systems and engineering-ready specifications.
  • Contributed to building digital products with React, React Native, PostgreSQL, and custom Shopify implementations, including accessibility-focused mobile experiences, recycling platforms, and marketplaces. 

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