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Kevin AbangcoKA

Kevin Abangco

AI Workflow Automation Specialist

€500/day
Berlin, DE
3-7 years

Average response time: 1 hour

About Kevin

I build AI automation systems and workflow integrations that eliminate operational bottlenecks and reduce manual work to near zero.

My background spans mechanical engineering, technical product management, and AI automation — which means I approach every project with systems thinking: mapping the full process before writing a single line of logic, and designing for failure modes before they happen.

I have delivered automation projects across the energy, construction-tech, and mobility sectors, with measurable results including multi-day manual processes reduced to instantaneous execution and AI self-serve resolution rates increased by over 60%.

What I typically build for clients:
- End-to-end automation workflows (n8n, Make.com)
Conversational AI and chatbot systems (Intercom Fin, RAG-based agents)
- API integrations connecting CRMs, ERPs, and internal tools
- AI-assisted support operations with human-in-the-loop escalation logic

I work well with ops-heavy teams, early-stage startups, and technical leads who need someone who can both define the architecture and deliver the working system.

Based in Berlin. Available for project-based engagements in German (B1) and English (C2).
  • English

    Native or bilingual

  • German

    Basic

  • Filipino

    Native or bilingual

Can work on-site
Berlin (up to 50km)

Experience

  • Ostrom GmbH
    AI Automation & Conversational Design Specialist
    September 2025 - January 2026 (4 months)
    Berlin, Germany
    • Process Automation: Develop and optimize internal operations workflows using no-code/low-code tools (Make, Fin AI) to enhance efficiency and service quality
    • Conversational Design: Design and implement customer-facing chatbots, onboarding flows, and self-service processes to improve user experience and reduce support overhead
    • Data Integration: Build automated processes connecting REST APIs and interpreting complex data structures (JSON, nested objects) for seamless system integration
    • Customer Experience Enhancement: Collaborate closely with customer support teams to identify pain points and create automated solutions that directly impact satisfaction metrics
    • Technical Implementation: Utilize Python and SQL scripting for data processing and operational automation, supporting scalable energy management solutions
    SQL AI Automation External API integration Make.com Tableau software
  • Independent Research & Development
    Systems Engineering & Hardware R&D
    October 2023 - August 2025 (1 year and 10 months)
    Berlin, Germany
    • Modular Hardware Design: Led system-level modeling for a decentralized pyrolysis unit; utilized SolidWorks to integrate complex thermodynamic and mechanical subsystems into a unified, modular architecture.
    • Process Engineering: Engineered end-to-end P&IDs and process flow diagrams for waste-to-energy systems, ensuring scalability and alignment with EU sustainability standards.
    • AI Workflow Automation Engineering: Architected a multi-agent AI framework via n8n to automate technical research and streamline project management workflows, reducing manual data synthesis time.
    • Hardware Prototyping: Designed and fabricated a mechanical 7-segment display using CAD and 3D printing; developed embedded logic in C++/Arduino to synchronize hardware-software interfaces.
    n8n Python SolidWorks Prompt engineering RAG
  • inno2grid GmbH
    Product Associate – Digital Mobility Solutions
    April 2022 - September 2023 (1 year and 5 months)
    Berlin, Germany
    • Roadmap & Requirement Engineering: Orchestrated the product roadmap into actionable User Stories, resulting in the successful delivery of fleet electrification features (Tendergy, Fleetbook) by engineering teams.
    • System Interoperability & Integration: Validated RESTful API interoperability and managed complex nested JSON data for European EV roaming networks, ensuring seamless data exchange for B2B stakeholders.
    • Technical Validation & Performance: Executed API-level testing and data analysis using Postman, Redash, and SQLite, identifying critical technical bottlenecks and ensuring 100% data integrity for production releases.
    API REST Product management QA testing Agile method Data analysis

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Education

  • Sustainable Mobility Management
    Technical University of Berlin
    2023
    MBA
  • Mechanical Engineering
    Adamson University
    2014
    Bachelor of Science

Certifications

Skill set

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