Yuling Jiang, Phd Email & Phone Number

Lead initiatives of LLM training through reviewing generative AI model's output, prompt engineering & revising instructions to the model, quality assurance on clinical notes. summarization.Continue leading Annotation team in Clinical Terminology & Standards Ontology mapping, contributing to ML model training and evaluation; Clinical note extraction and normalization to standard terminologies.

Build and lead a team of Clinical Terminologists;Collaborate closely with Machine Learning/AI team, Engineering team, Clinical Informaticist team, and Product team;Semantic normalization: annotate and convert data from various healthcare systems' EHR to Medical Standards and Terminologies including SNOMED CT, LOINC, RxNorm, CVX... provide training and evaluation to ML models.

Manage clinical annotation team under Comprehend Medical, AWS Health AI. Develop Machine Learning, Natural Language Processing (NLP) pipeline in clinical domains. Experienced with various Clinical Standards and Terminology including SNOMED CT, ICD10, RxNorm, ... -- Data management: ETL; Operation; Metrics development; BI Dashboard -- Program management, engaging product, development, and ML scientist teams, to deliver results through: Hiring and managing clinical annotators; Facilitating annotation development and tooling improvement; Generating report with metrics; Removing blockers to clinical annotation program -- AWS cloud native stacks: S3, EC2, RDS, Redshift, DynamoDB, Lambda, Redshift, SNS, SQS...

AWS Comprehend Medical, NLP service in Medical DomainAWS tools including VPC, EC2, RDS, Aurora, Redshift, S3, Athena, Lambda, DynamoDB, EMR, IAM, Cloud Formation, Elasticsearch Service, SNS, SQS; Data visualization with Quicksight Programming and framework:Python,PostgreSQL,MySQL,Spark,Oracle Database PL SQL

Senior Data Engineer • Lead data engineer role in the special task force team to convert ICD9 to ICD10 standard, improve ICD10 product through interface re-engineering, data model enhancement, machine learning data pipeline building• Surgery, Coded Procedure interface implementation, trouble shooting Database Interface Engineer: Aug 2013 – Aug 2016• HL7 message and/or flat file data transformation, parsing, and analysis; Interface trouble shooting • Lab result and clinical observation concept vocabulary mapping to standards including LOINC, SNOMED, ICD9/10, CPT …Programming and tools: PL SQL with Oracle database, TOAD, JIRA, Confluence, Source Tree, Stash.Data analysis using SQL, SAS, SPSS, R, Stata;Data mining/machine learning using Weka, Octave, and SAS Enterprise Miner.In depth knowledge of: HL7, LOINC, SNOMED, UMLS, ICD9, ICD10, CPT.

--Built Data Integration interfaces to ingest and transform for EHR data, HL7 messages.--Clinical terminology mapping: SNOMED, LOINC, NDC, RxNorm.--Provide data cleaning, troubleshooting services to customers, clinicians from hundreds of hospitals and clinics.

Greater Salt Lake City Area

Requirement analysis, usability evaluation, risk prediction, machine learning, and computerized clinical and public health decision support for Personal Health Record (PHR) and/or Electronic Health Record (EHR) through the usage of family health history and lifestyle risk factorsData skills: -- SAS, SPSS, R, Stata, SQL -- Data mining/machine learning: Weka, SAS Enterprise Miner, OctaveKnowledge of: -- HL7, SNOMED, UMLS, LOINC, ICD, CPT, DRG codes

Assisted with Biomedical Informatics online courses design and deliveryTeaching skills: --Traditional in-class lecture --Online course design using different platform (WebCT, Blackboard, Canvas, Wimba) --Tools (Camtasia, Captivate)

Focused on plasmid construction, cell culturing, cell transfections, GFP/luciferase assayand delivered in-class lectures and instructions Laboratory skills --DNA cloning, DNA sequencing, microinjection, cell culturing, cell transfection, and microscopy imaging

Organized the group in charge of pre-evaluation of occupational hazards in newly constructed industrial projects and evaluated industry hygieneSkills: --Data integration and analysis

Practiced diagnosis, treatment, and direct patient care in the department of cardiology, department of infectious disease. Clinical practice skills --Clinical inquiry, auscultation, medical examination, blood sampling and handling. Certificated in China, 2004.

Doctor Of Philosophy (Phd), Biomedical Informatics

Master'S, Biology

B.S., Preventive Medicine

Education record