J
Jose Pantoja
About
Detail
Bangladesh
Résumé
Jobs
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AI Solution EngineerRad AIFeb 2022 - Aug 2025 (3 years 7 months)• Designed ETL pipelines in Python to process CSVs, PDFs, and databases for radiology workflows. • Built a RAG system using FAISS embeddings to enrich LLMs with contextual clinical data. • Deployed pipelines on AWS (S3, Lambda) with monitoring dashboards for performance visibility. • Tracked report edits and pipeline health, reducing radiologist editing time by 30%.- BAI Engineer - Clinical AutomationBunkerhill HealthSep 2019 - Jan 2022 (2 years 5 months)• Built SQL- and Python-based ETL pipelines on GCP for preparing healthcare data. • Developed NLP pipelines in spaCy and scikit-learn to extract structured insights from clinical notes. • Implemented containerized CI/CD workflows to enable reproducible deployments. • Delivered semi-automated triage support that improved patient case routing accuracy by 22%.
- ISoftware Engineer - RemoteInfernoRed Technology,May 2015 - Aug 2019 (4 years 4 months)• Developed backend APIs with Django to support client-facing web applications. • Built React and AngularJS front-end components integrated with backend services. • Designed optimized PostgreSQL/MySQL schemas and queries for performance gains. • Scaled applications to support 10k+ daily users, reducing query response times by 40%.
Education
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- Bachelor of ScienceChristian Brothers UniversityApr 2011 - Apr 2015 (4 years 1 month)