Shawn Albert work email
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Shawn Albert personal email
Director of Artificial Intelligence and Innovation with a proven track record of deploying AI-driven solutions. Specialized in architecting and deploying production-grade ML systems and modern data platforms that bridge the gap between cutting-edge AI innovation and practical outcomes. Established comprehensive MLOps foundations including an Apache Iceberg data lakehouse using dbt-Athena and SparkSQL, with robust data governance through AWS Glue and LakeFormation. Engineered agentic AI workflows with Amazon Bedrock orchestrated with Step Functions for serverless prompt chaining to automate clinical documentation. Implemented end-to-end automation through CI/CD pipelines using GitHub Actions, Terraform, and the AWS CDK, while leveraging Amazon Comprehend Medical to extract clinical entities and relationships for ML model feature enrichment.Architected AI solutions processing data from 250,000+ patient visits and 2.2M+ clinical images, deploying automated workflows using AWS services to transform patient interactions into structured clinical documentation. These systems demonstrated measurable healthcare outcomes, including $800-1500 cost savings per Medicare Advantage member. Previously spearheaded MLOps transformation at Healthfirst, reducing model deployment time from weeks to days, and developed an innovative LLM-powered database query assistant integrating both relational and graph databases. At Aetna/CVS Health, led data science initiatives launching campaigns with $7.1M projected annual savings and developed the Enhanced Maternity Program covering 9.7M lives with $37M annual revenue.My background combines technical depth with business strategy, holding an M.S. in Computer Science from University of Chicago and an MBA from the Booth School of Business. This unique blend of technical expertise and business acumen enables me to drive innovation while delivering tangible business value through AI and ML solutions.
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Cto, Co-FounderSuvi HealthNew York, Ny, Us -
Chief Technology OfficerAesthetics360New York, Ny, Us -
Director Of Artificial Intelligence And InnovationBelle Oct 2023 - Oct 2024Nashville, Tennessee, Us• Engineered agentic AI workflows with Amazon Bedrock to automate call transcription and clinical note generation, reducing administrative overhead while enhancing AI/ML model features • Architected and built Belle's MLOps foundation and modern data platform, implementing a data lakehouse using dbt-Athena-SparkSQL integrated with AWS Glue catalog and LakeFormation, orchestrated through Step Functions and Dagster • Established comprehensive CI/CD framework for infrastructure development and deployment using GitHub Actions, Terraform, and the AWS CDK, delivering end-to-end automation for the data platform • Designed and implemented extensible SageMaker Pipeline framework for causal inference model deployment using econml package with BYOC approach, incorporating EMR serverless for data preprocessing and centralizing model management through SageMaker Model Registry • Designed modular training architecture using multi-layer Docker containers and Ray clusters on SageMaker, enabling data scientists to rapidly adapt the pipeline for various causal analyses including difference-in-differences studiesAgentic AI Workflows with Amazon Bedrock • Developed serverless AI/ML pipeline leveraging AWS services (S3, Transcribe, Bedrock, Comprehend) to transform patient call recordings into structured clinical documentation, significantly reducing manual documentation overhead • Engineered HIPAA-compliant workflows using AWS Step Functions to orchestrate end-to-end processing of health records, automating extraction of ICD codes, prescription data, and social determinants of health with Amazon Comprehend Medical • Deployed secure integration between Amazon Bedrock and Comprehend to generate comprehensive SOAP notes and extract SNOMED clinical terms, streamlining clinical documentation while maintaining accuracy -
Senior Manager And Lead Data ScientistHealthfirst Nov 2022 - Oct 2023New York, Ny, Us• Managed a team of 3 machine learning engineers, bridging the gap between data science development and deploying machine learning models in production• Spearheaded the MLOps initiative at Healthfirst, reducing time-to-value of going from idea to production-ready model by outlining architecture of AWS technologies (Glue, SageMaker Feature Store, SageMaker Pipelines, SageMaker Clarify, and SageMaker Model Monitor) integrated with GitHub Actions to enable Continuous Integration, Continuous Deployment, and Continuous Training (CI/CD/CT)Machine Learning Operations (MLOps) • Spearheaded MLOps initiative of Enterprise Analytics Data Science Team over the course of 9 months, focusing on overcoming manual workflows, mitigating bottlenecks in building, training, and deploying ML models, and reducing the number of disparate deployment patterns for models in production • Planned and implemented an MLOps roadmap segmented into 4 key phases--Initial, Repeatable, Reliable, and Scalable--using Amazon SageMaker's purpose-built tools and integrations to streamline the ML lifecycle • Designed the Initial phase to create an experimentation environment for initial learnings and introduction to the AWS tech stack, enabling data scientists to experiment with SageMaker notebooks, and integrated services like Amazon Glue and Athena to leverage serverless technologies for data processing and analysis • Developed the Repeatable phase to productionalize machine learning solutions, transitioning from notebooks to workflows developed and orchestrated with SageMaker PipelinesLarge Language Model (LLM) Database Query Assistant • Led a team of 2 FTEs and 2 ML Engineering interns to develop a first-of-its-kind capability, successfully developing a database querying chatbot for both relational and graph databases • Enabled the company to achieve business objectives by democratizing data and analytics through generative AI, abstracting the complexities of writing SQL and Cypher queries -
Lead Data ScientistHealthfirst May 2022 - Nov 2022New York, Ny, Us
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Senior Data ScientistAetna, A Cvs Health Company Sep 2021 - Apr 2022Hartford, Connecticut, Us• Led strategic analytics projects, including business problem solving, guidance on methodologies, innovation, and developing strategies throughout projects• Developed campaigns promoting healthy behavior change through targeted interventions that leverage unsupervised machine learning for customer segmentation and predictive modeling for early outreach• Implemented experimental design principles to design pilot studies and conduct hypothesis testing to evaluate internal campaigns and external product partnerships• Spearheaded product development with demonstrated end-to-end project ownership, interfacing with clinicians and business stakeholders to size value and influence product strategy by communicating data-derived insightsEnhanced Maternity Program • Led a team of 3 FTEs in day-to-day project management and serve as the primary data science liaison for business stakeholders• Launched 6 data science maternity campaigns with projected savings of $7.1 million annually. Campaigns implemented in randomized controlled trial (RCT) and A/B frameworks to evaluate clinical impact and outreach channel efficacy in nudging members toward healthier behaviors• Developed the Enhanced Maternity Program, sold to 9.7 million annual lives in Aetna Commercial book of business with $37 million in annual revenue and a projected $4.7 million NPV over 5 years -
Data ScientistAetna, A Cvs Health Company Oct 2020 - Aug 2021Hartford, Connecticut, Us
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Data ScientistBlue Cross And Blue Shield Of Illinois, Montana, New Mexico, Oklahoma & Texas Sep 2019 - Oct 2020Chicago, Il, Us• Developed and maintained a provider cost efficiency metric derived by comparing actual to predicted medical episode costs, incorporating 500+ variables for risk adjustment that demonstrated over 30% improvement in cost estimation capabilities• Created visualization dashboards in Tableau for communicating provider clinical quality and cost efficiency metrics and translating metrics into business solutions for development of high-performance provider networksHealth Data Exchange • Led a team of 4 FTEs to develop a PySpark data pipeline that transformed and consumed 15.2+ million Athenahealth electronic health record (EHR) files to enable enterprise-wide reporting, analytics, and machine learning use cases • Improved performance of XGBoost medical episode cost regression model through integration of clinical data (e.g., unstructured provider notes and semi-structured family history data) through more accurate risk score assignment at the member-episode level -
Associate Data ScientistBlue Cross And Blue Shield Of Illinois, Montana, New Mexico, Oklahoma & Texas Jan 2018 - Aug 2019Chicago, Il, Us
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Research AssistantUniversity Of Chicago Medicine May 2017 - Jan 2018Chicago, Il, Us• Analyzed genome-wide DNA methylation to elucidate the relationship between epigenetic therapy and transcriptional dynamics in resistant leukemia cells • Harnessed next-generation sequencing techniques such as RNA-Seq to investigate germline predisposition disorders that confer risk for hematopoietic malignancies -
Information Systems AssociateAmericorps Vista Aug 2016 - May 2017Washington, District Of Columbia, Us• Orchestrated transition from an on-premise to cloud-based database that enabled automation of donor reports • Developed a data intake pipeline using Office Visual Basic for Applications (VBA) and SQL that automated data entry, eliminating 100+ hours of manual work
Shawn Albert Skills
Shawn Albert Education Details
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The University Of Chicago Booth School Of BusinessEntrepreneurship | Strategic Management -
University Of ChicagoComputer Science
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Vanderbilt UniversityHealth And Society | Molecular And Cellular Biology
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The Gwinnett School Of Mathematics, Science, And Technology (Gsmst)High School Diploma
Frequently Asked Questions about Shawn Albert
What company does Shawn Albert work for?
Shawn Albert works for Suvi Health
What is Shawn Albert's role at the current company?
Shawn Albert's current role is CTO, Co-founder.
What is Shawn Albert's email address?
Shawn Albert's email address is sh****@****csc.com
What schools did Shawn Albert attend?
Shawn Albert attended The University Of Chicago Booth School Of Business, University Of Chicago, Vanderbilt University, The Gwinnett School Of Mathematics, Science, And Technology (Gsmst).
What skills is Shawn Albert known for?
Shawn Albert has skills like Database Administration, Data Analysis, Programming, Machine Learning, Sql, Statistical Data Analysis, Teaching, Research, Writing, Python, Data Mining, R.
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