Michael Planchart
Healthcare Chief Architect and Distinguished Engineer| Databricks | HL7, FHIR | AI/ML | NLP, NLU, BERT, T5, GPT, LLAMA
- Role
- Chief Architect & Distinguished Engineer Databricks Hl7,fhir Genomics Ai,nlp,bert,gpt,llama at Zettayotta
- Location
- Cincinnati, OH, US
- LinkedIn followers
- 500 followers
About Michael Planchart
At ZettaYotta, as Healthcare Chief Architect, I lead initiatives to process over 50…
Experience
Chief Architect & Distinguished Engineer Databricks Hl7,fhir Genomics Ai,nlp,bert,gpt,llama
Sep 2020 — Present · US
Innovative SaMD Development:Architected and developed cutting-edge Software as Medical Devices (SaMDs) using SMART on FHIR across leading cloud platforms (AWS, Azure, GCP) for top EHRs including Epic and Cerner, revolutionizing healthcare delivery.Trailblazing Enterprise Architect:Spearheaded the development and deployment of a 21 CFR Part 11 compliant platform in AWS for SaMDs, ensuring regulatory conformance and high-quality standards.Pioneering Mobile Health Solutions:Designed and implemented SMART on FHIR-based SaMD mobile apps for both patients and providers, enhancing healthcare accessibility and user experience.High-Performance Computing Innovator:Architected and deployed large HPC clusters in Microsoft Azure, leveraging Slurm, CycleCloud, Singularity, and Kubernetes to manage nVidia V100 and A100 GPU servers, processing petabytes of sound files for advanced speech-to-text ML applications.Clinical NLP/NLU Expert:Built robust data pipelines for Clinical NLP and NLU processing in English and Spanish for clinical trials and oncology patient navigation. Integrated technologies like Azure Data Factory, Kafka, Azure Functions, Logic Apps, Event Hub, Spark, SnowFlake, Databricks, and Synapse. Created powerful NLP algorithms using BERT, Gemini, GPT, T5, LLAMA, spaCy, NLTK, OpenNER, Gensim, PySpark, PyTorch, TensorFlow, and Keras.Advanced Analytics Architect:Developed data pipelines in AWS using SNS, SQS, DocumentDB, Lambda, and SageMaker for healthcare provider analytics platforms, driving insightful data analysis and decision-making.Data Services Visionary:Designed and implemented comprehensive data services platforms comprising data lakes and lakehouses in both Azure and AWS. Utilized Azure Data Factory, Databricks, Synapse, CosmosDB, SnowFlake, and Snowpark to process and analyze healthcare data for large, federated healthcare systems, enabling seamless data integration and management.Interoperability: DaVinci (PAS,CRD,DTR), CDS Hooks
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