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Manuel TorresMT

Manuel Torres

Tech Lead | Cloud Solutions Architect | GenAI

€350/day
Barcelona, ES
3-7 years

Average response time: 1 hour

Freelancer profile translated to English.
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About Manuel

Tech Lead and Cloud Architect with deep expertise in Backend, AWS ecosystems, and Serverless technologies. I lead the transformation of complex business requirements into efficient, robust, and scalable digital architectures, integrating advanced Generative Artificial Intelligence solutions.

I have had a direct impact on product optimization and the definition of technical standards, achieving results such as:

- 40% reduction in database load through the strategic implementation of AWS RDS Proxy.
- Design of an end-to-end streaming system for AI agents, reducing response time by up to 5 seconds.
- Architecture and development of complex systems, such as contextual memory managers for chatbots, ensuring fluid and coherent conversations.

I combine strategic vision with technical execution, approaching challenges with a creative mindset and guiding projects to ensure technical excellence.

My core competencies include:
🔹 Cloud Architecture & DevOps: AWS (Solution Design, Lambda, API Gateway, S3, RDS...),
🔹 Azure (Function Apps, CosmosDB), Serverless environments, Docker.
🔹 Artificial Intelligence: Generative AI, LangChain/LangGraph, AI Agent Architecture.
🔹 Backend: Node.js, Python, JavaScript, Scalable RESTful API Design.
🔹 Frontend: React.js, Next.js (Full-Stack Vision).
🔹 Data: SQL and NoSQL database design and optimization.
  • Spanish

    Native or bilingual

Remote only
Primarily works remotely

Experience

  • Anonima
    Tech Lead | Cloud Solutions Architect
    May 2023 - Today (3 years and 1 month)
    AI Innovation Leadership: Design and implementation of Agentic Systems and complex workflow automations using LLMs, optimizing internal processes and customer-facing products.

    Advanced AI Architecture: Development of memory management systems for chatbots and end-to-end streaming architectures for AI agents, achieving a reduction in Time to First Byte (TTFB) of 2 to 5 seconds per response.

    Cloud Optimization (AWS): Responsible for cloud architecture, achieving a 60% reduction in operational costs through strategic resizing and migration to managed services.
    AWS Generative AI Artificial Intelligence Process Automation Fullstack
  • CAMFiC - Societat Catalana de Medicina Familiar i Comunitària
    Computer Scientist/Frontend Developer
    November 2021 - May 2022 (6 months)
    Barcelona, Spain
    Developed APIs, management dashboards, and landing pages for a diverse portfolio of clients, improving their operations and online presence.
    Web Development Node.js MySQL
  • Desarrollador Web (Autónomo)
    Freelancer
    June 2021 - Today (5 years)
    Developed APIs, management dashboards, and landing pages for a diverse portfolio of clients, improving their operations and online presence.
    Web Development Node.js MySQL

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Education

  • Master, Programación informática
    HACK A BOSS
    2021
    Master, Programación informática

Certifications

Skill set (20)

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