Jorge Felix Martínez

Developed an end-to-end automated pipeline for subject-specific 3D reconstruction of shoulder anatomy from routine MRI data. Collaborated with clinicians to assess clinical applicability and limitations of automated anatomical reconstruction. Designed preprocessing and optimization workflows for patient-specific 3D models used in finite element simulations and biomechanical analysis.

Architected and maintained communication and intelligence services for a maritime platform, building information extraction pipelines and agentic workflows for maritime operations. Engineered automated email pipelines using Google Workspace, integrating ML classifiers with rule-based processing to categorize messages and automate email workflows. Developed language processing algorithms and fine-tuned NER models for ATIC medical terminology to enable accurate clinical text analysis. Designed an end-to-end multi-agent system integrating medical knowledge sources and terminology for retrieval and reasoning tasks.

Developed geospatial algorithms using H3 indexing and automated KPI pipelines to generate strategic insights for SMEs. Built scalable data pipelines and similarity search systems using Faiss and Milvus for large-scale analytics and efficient retrieval. Contributed to the architecture of an event-driven platform with 100+ microservices using NATS Streaming.