Edgar Medina
I am a passionate Machine Learning Engineer and Data Scientist with extensive experience in large language models, computer vision, and robotics.
About
I am a passionate Machine Learning Engineer and Data Scientist with extensive experience in large language models, computer vision, and robotics. My work spans prototyping and deploying state-of-the-art models for industrial and research applications, focusing on scalable and interpretable AI solutions.
Over the years, I’ve contributed to innovations in human motion prediction, 3D reconstruction, and robotics, while mentoring emerging teams and sharing knowledge through guest lectures. My expertise covers a broad set of technologies and methodologies ranging from deep learning frameworks to cloud-based DevOps deployment.
- Joined August 2025
Languages
- Spanish; CastilianFluent
- EnglishAdvanced
- PortugueseAdvanced
- GermanIntermediate
- ItalianIntermediate
Industry experience
- Manufacturing
- Professional Services
- Education
- Retail
- Software & Internet
- Transportation & Logistics
More experts in München, Germany
Work experience
Led development of scalable Retrieval-Augmented Generation (RAG) pipelines and local LLM fine-tuning to enable effective data ingestion and transformation. Prototyped and evaluated foundational visual language models, enhancing model selection and performance. Developed generalized 3D Gaussian Splatting techniques for reconstruction from RGB and drone footage. Designed interpretable 3D human motion prediction architectures with Graph Convolutional Networks. Advanced humanoid learning simulating natural walking and running behaviors using reinforcement and imitation learning. Managed cloud and DevOps deployments using Docker, Jenkins, Kubernetes, and AWS.
Education
Certifications and awards· 6
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