Manuel López Pérez - Tech Lead and AI Engineer

Q: Where is Manuel based?

Manuel is based in Madrid, Spain .

Q: What languages does Manuel speak?

Manuel speaks the following languages: Spanish (Native), English (Advanced) .

Q: How many years of experience does Manuel have?

Manuel has at least 7 years of experience. During this time, Manuel has worked in at least 3 different roles and for 3 different companies . The average length of individual experience is 2 years and 4 months . Note that Manuel may not have shared all experience and actually has more experience.

Q: What is Manuel's latest experience?

Manuel's most recent position is Tech Lead and AI Engineer at Bisite .

Q: What companies has Manuel worked for in recent years?

In recent years, Manuel has worked for Bisite , Air Institute , and University of Salamanca .

Q: Which industries is Manuel most experienced in?

Manuel is most experienced in industries like Information Technology (IT) and Education .

Q: Which business areas is Manuel most experienced in?

Manuel is most experienced in business areas like Information Technology (IT) , Research and Development (R&D) , and Product Development .

Q: Which industries has Manuel worked in recently?

Manuel has recently worked in industries like Information Technology (IT) and Education .

Q: Which business areas has Manuel worked in recently?

Manuel has recently worked in business areas like Information Technology (IT) , Research and Development (R&D) , and Product Development .

Recommended expert

Madrid, Spain

Experience

Jan 2024 - Present

2 years 2 months

Tech Lead and AI Engineer

Bisite

Architected and built autonomous multi-agent systems for automated incident response (SOAR) using LangChain, moving from experimental prototypes to stable services.
Standardized the ML lifecycle using MLflow for experiment tracking and model registry, automating deployment pipelines via CI/CD.
Engineered high-throughput data pipelines using Dagster, Elastic and Apache Kafka to ingest, process, and normalize telemetry data for real-time AI analysis.
Led the containerization and orchestration of AI microservices using Docker and Kubernetes on cloud.
Applied "Secure-by-Design" principles to LLM agents, conducting red-teaming against prompt injection and data leakage with Python, LangChain and OpenAI API.

Jan 2022 - Dec 2024

3 years

Cybersecurity Engineer

Air Institute

Worked on cybersecurity and ML in production-grade solutions using PyTorch and scikit-learn.
Operated cloud-native security platforms on Azure and GCP.
Implemented DevSecOps workflows, CI/CD pipelines and containerized deployments with MLflow.
Integrated Big Data and streaming components into security architectures using Dagster, Apache Kafka and Elastic.
Performed vulnerability assessments, pentesting tasks and incident analysis.
Ensured reliability through automated testing and monitoring.

Jan 2019 - Dec 2022

4 years

Spain

AI Security Researcher

University of Salamanca

Conducted applied research in machine learning for cybersecurity using FastAPI, Flask and microservices.
Designed and evaluated detection models using large-scale security datasets.
Built research prototypes for security analytics using gRPC, Elastic (ELK) and Kafka.

Industries Experience

See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.

Experienced in Information Technology (4 years) and Education (4 years).

Information Technology

Education

Business Areas Experience

The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.

Experienced in Information Technology (7 years), Research and Development (4 years), and Product Development (2 years).

Information Technology

Research and Development

Product Development

Summary

Senior AI Security Engineer and Technical Lead specialized in Agentic AI and LLM-based systems, backed by a strong foundation in cybersecurity.

Architects secure-by-design autonomous solutions using Python, LangChain and PyTorch, applying a security engineering mindset to evaluate robustness, safety and misuse risks prior to deployment.

Engineers high-performance data and inference pipelines, managing the full model lifecycle with Dagster/Airflow, Kafka, Elastic and MLflow.

Delivers scalable, production-grade AI systems on Azure and GCP, using API-driven architectures, DevSecOps workflows, CI/CD (GitHub Actions) and robust testing practices (pytest unit and integration tests) to ensure reliability and maintainability in production.

Skills

Core Expertise

Agentic Ai
Multi-agent Systems
Llm Engineering
Rag Pipelines
Ai Security
Devsecops

Ai Stack

Python
Langchain
Openai Api
Pytorch
Scikit-learn
Mlflow

Data & Backend

Dagster
Apache Kafka
Elastic (Elk)
Fastapi / Flask
Microservices
Grpc

Cloud

Azure Ai Services
Docker
Kubernetes (Aks)
Github Actions

Languages

Spanish

Native

English

Advanced

Education

Oct 2020 - Jun 2021

University of Salamanca

Master in Cybersecurity · Cybersecurity · Salamanca, Spain

Oct 2016 - Jun 2020

University of Salamanca

Bachelor’s in computer engineering · Computer Engineering · Salamanca, Spain

Certifications & licenses

Google Cloud Certified Professional Data Engineer

Microsoft Azure Fundamentals

Profile

Created

January 2026

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Manuel based?

Manuel is based in Madrid, Spain.

What languages does Manuel speak?

Manuel speaks the following languages: Spanish (Native), English (Advanced).

How many years of experience does Manuel have?

Manuel has at least 7 years of experience. During this time, Manuel has worked in at least 3 different roles and for 3 different companies. The average length of individual experience is 2 years and 4 months. Note that Manuel may not have shared all experience and actually has more experience.

What roles would Manuel be best suited for?

Based on recent experience, Manuel would be well-suited for roles such as: Tech Lead and AI Engineer, Cybersecurity Engineer, AI Security Researcher.

What is Manuel's latest experience?

Manuel's most recent position is Tech Lead and AI Engineer at Bisite.

What companies has Manuel worked for in recent years?

In recent years, Manuel has worked for Bisite, Air Institute, and University of Salamanca.

Which industries is Manuel most experienced in?

Manuel is most experienced in industries like Information Technology (IT) and Education.

Which business areas is Manuel most experienced in?

Manuel is most experienced in business areas like Information Technology (IT), Research and Development (R&D), and Product Development.

Which industries has Manuel worked in recently?

Manuel has recently worked in industries like Information Technology (IT) and Education.

Which business areas has Manuel worked in recently?

Manuel has recently worked in business areas like Information Technology (IT), Research and Development (R&D), and Product Development.

What is Manuel's education?

Manuel holds a Master in Cybersecurity from University of Salamanca and a Bachelor in Computer Engineering from University of Salamanca.

Does Manuel have any certificates?

Manuel has 2 certificates. These include: Google Cloud Certified Professional Data Engineer and Microsoft Azure Fundamentals.

What is the availability of Manuel?

Manuel is immediately available full-time for suitable projects.

What is the rate of Manuel?

Manuel's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.