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David SuarezDS

David Suarez

Forward Deployed Engineer (FDE) | AI & Python

700 €/Tag
München, DE
3-7 Jahre

Durchschnittliche Reaktionszeit: 1h

Über David

Forward Deployed Engineer (FDE) - I turn operational bottlenecks into production AI. Not R&D, not slideware: I embed with your team, map the real business process, and ship working software in weeks.

Over 5 years I've delivered 27+ AI & automation projects across 18+ sectors — construction, real estate, retail, logistics, legal, automotive. That range is the point: each sector teaches a pattern I reuse in the next.

What I build

AI agents & LLM orchestration — multi-agent frameworks, RAG, tool-calling, assistants wired into your real stack (ERP, CRM, DBs), not demos.
Document processing with AI — invoice/delivery-note extraction → master data → ERP.
Python backend & API integration — custom APIs, automated workflows, data pipelines.
Web scraping & data extraction at scale.
Conversational AI — WhatsApp/web assistants for support, lead capture and booking.
Fast prototyping: POC → MVP inside your infrastructure.
How I work: I find where you're losing time or money, put a number on it, then build the thing that removes it. AI is the capability — the ROI is the point. Workflow specialist first, AI specialist second.

Selected results (verified)

- 75% reduction in invoicing time for an industrial manufacturer.
- 80% of inbound customer queries auto-resolved for a 200-person logistics company.
- 120+ property operations centralized for a real-estate portfolio manager (8-person team).
- Document back-office automated end-to-end for a 1,000-store retail group.

Selected clients: La Casa de las Carcasas · Telefónica (Wayra) · BMW Group (via rpc/h&z) · Asisa · Aerocav · TeamSystem.

Stack: Python, FastAPI, LLM orchestration (Anthropic/OpenAI), multi-agent, RAG, Google Cloud Functions, BigQuery, REST APIs, WhatsApp API, Stripe; Odoo, HubSpot, Salesforce, custom ERPs, Playwright, MCPs
  • Spanisch

    Muttersprachlich oder zweisprachig

  • Englisch

    Verhandlungssicher

  • Deutsch

    Grundkenntnisse

  • Französisch

    Konversationssicher

Nur remote
Führt Projekte hauptsächlich remote aus

Projekt- und Berufserfahrung

  • Apralize Innovations
    Owner
    HIGHTECH
    Januar 2023 - Heute (3 Jahre und 7 Monate)
    Seville, Spain
    At Apralize, we help medium and large companies optimize their resources through artificial intelligence, automation, and advanced web scraping.

    🔹 What we build

    • Custom chatbots (Web, WhatsApp, Telegram) powered by proprietary AI models, payment integrations, and order management.
    • Business process automation, eliminating manual tasks by up to 100% — including document digitization, external API integrations, and custom API development with Flask, Django, and FastAPI.
    • Intelligent search and analysis systems using FAISS, Elasticsearch, and vector databases.
    • Real-time platforms with websockets and dynamic data allocation algorithms.
    • Advanced web scraping tools, from real-time price comparison engines to large-scale data extraction with Playwright, Selenium, and internal APIs.
    • Large-scale blockchain data analysis, processing hundreds of requests per second through asynchronous and parallelized systems.

    🔹 How we work

    • Direct collaboration with each client to understand their needs, design the best solution, and ensure effective delivery.
    • Training programs in automation and AI for companies, including sessions delivered within Wayra’s acceleration program (Telefónica’s corporate venture capital arm).
    Artificial Intelligence (AI) Web Scraping Python Business Process Automation Chatbot
  • rpc - The Retail Performance Company
    Senior Data Engineer
    AUTOMOBILSEKTOR
    Oktober 2023 - Juli 2024 (9 Monate)
    Munich, BY, Germany
    • Extraction of data from websites and dynamic pages using advanced web scraping techniques for over 50 different sites, ensuring project maintenance and scalability for the German car brand BMW.
    • Monitoring the execution of algorithms and data storage in the cloud (Amazon Web Services) using CloudWatch and Athena.
    • Checking and testing code from colleagues using GitHub.
    • Proactive proposal of solutions to problems, leading workshops for other colleagues.
    Web Scraping AWS GitHub API REST Amazon Web Services
  • MENDAX
    AI Professional
    VIDEOSPIELE & ANIMATION
    Februar 2023 - Mai 2023 (3 Monate)
    Shanghai, China
    • Developer and researcher of new generative models using artificial intelligence.
    • Research focused on the creation of 3D models from point clouds.
    • Integration of third-party applications to build a fully automated workflow for generating video game characters from prompts.
    Artificial Intelligence (AI) Generative AI Python OpenAI

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Ausbildung und Abschlüsse

  • Informatik
    Universität Sevilla
    2022
    Bachelor in Informatik - Softwaretechnik

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