Jorge Felix Martínez Pazos

• • Architected and maintained communication and intelligence services for a maritime platform, developing information extraction pipelines and agentic workflows for maritime operations.

• • Engineered automated email pipelines across Google Workspace, integrating machine learning 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, enabling accurate clinical text analysis.

• • Designed an end-to-end multi-agent system integrating medical knowledge sources and terminology for retrieval and reasoning tasks.

• • Developed an end-to-end automated pipeline for subject-specific 3D reconstruction of shoulder anatomy from routine MRI data.

• • Collaborated with clinicians to assess the clinical applicability and limitations of automated anatomical reconstruction methods.

• • Designed preprocessing and optimization workflows for patient-specific 3D models used in finite element simulations and biomechanical analysis.

• • Developed geospatial algorithms with H3 indexing and automated KPI pipelines to generate strategic insights for SMEs.

• • Built scalable data pipelines and similarity search systems (Faiss, Milvus) for large-scale analytics and efficient retrieval.

• • Contributed to the architecture of an event-driven platform with 100+ microservices using NATS Streaming.