Hi, I’m Parvati.

I’m a

Senior Clinical Informaticist with 7+ years of experience spanning real-world data (RWD), clinical informatics, and healthcare product development. Clinically trained as a pharmacist (PharmD) with a Master’s in Health Informatics and product management certification, combining clinical judgment with strong data and systems expertise.

Currently leads informatics for real-world data products, designing EMR-to–Common Data Model pipelines and standardizing heterogeneous datasets to SNOMED CT, ICD-10, LOINC, CPT, and RxNorm to support scalable analytics and customer use cases. Builds SQL- and Python-based data quality frameworks and partners closely with product and engineering teams to translate complex clinical and data model needs into production-ready workflows.

Previously worked across clinical architecture, decision support, and open-source EHR modernization, with experience in terminology governance, metadata modeling, clinical rules, and FHIR-based interoperability.

Active researcher and peer reviewer with publications across IEEE, ACM, JMIR, and JAHA, focused on medical coding, clinical NLP, AI-driven decision support, and population health. Serves as a peer reviewer for JMIR, PLOS Digital Health, and the European Journal of Preventive Cardiology.

Recognized for bridging clinical practice, data infrastructure, and product strategy to deliver interoperable, trustworthy healthcare data systems for research and real-world impact.

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Experience

Senior Clinical Informaticist, RWD

ConcertAI · Jun 2025 – Present · United States

Lead informatics for real-world data products, shaping how EMR data is modeled, standardized, and delivered for analytics and customer use cases.

  • Designed EMR → Common Data Model pipelines, improving structured mapping coverage and downstream analytics readiness.
  • Standardized heterogeneous datasets to SNOMED CT, ICD-10, CPT, LOINC, and RxNorm to drive interoperability across product lines.
  • Built SQL / Python checks and dashboards to monitor data health and proactively flag gaps in pre-production pipelines.
  • Partnered with product and engineering to translate data model needs into workflows and tools tailored to customer scenarios.

RWD Common Data Models SQL & Python


Clinical Informaticist, RWD · Jun 2021 – Jun 2025

  • Aggregated and structured EMR data from multiple sources into unified schemas aligned with analytics and product needs.
  • Analyzed consumer and customer usage patterns to refine how data is stored across domains and products.
  • Created internal informatics utilities to process, validate, and package data for different consumer workflows.

Clinical Information Architect

Clinical Architecture · Sep 2018 – Jun 2021 · Indianapolis, IN

Worked on Clinical Architecture’s terminology and decision support products, with a focus on metadata, content modeling, and clinical rules.

  • Normalized clinical content for a pre-operative decision support tool, improving “at-point-of-care” performance and relevance.
  • Authored and enforced editorial guidelines and SOPs that made terminology authoring more consistent across government and commercial projects.
  • Enhanced a cognition engine by refining domain-specific metadata, algorithms, and clinical content data models.
  • Modeled oncology concepts from NCCN guidelines to support advanced cancer CDSS workflows.
  • Mapped client data to SNOMED CT, ICD-10, LOINC, RxNorm, CPT, and curated COVID-19 value sets.

Terminology CDSS Metadata

Student Developer – Google Summer of Code

LibreHealth · May 2018 – Aug 2018 · Remote / Indianapolis, IN

Selected as 1 of 3 interns (200+ applicants) to modernize LibreHealth’s open-source EHR.

  • Upgraded EHR interoperability to FHIR v3 using a Progressive Web App stack (Polymer, Redux, RESTful APIs).
  • Built reusable web components following Google’s Material Design to simplify clinical UI patterns.
  • Delivered production-ready features adopted by the LibreHealth community.

FHIR PWA Open Source

Graduate Developer & Peer Leader

Indiana University–Purdue University Indianapolis · 2017 – 2018 · Greater Indianapolis

Combined software development and teaching responsibilities across the Health Innovation Lab and Interprofessional Education.

  • Built a desktop-medicine tracking tool that logged provider actions and identified more efficient workflows; delivered 2 weeks ahead of schedule and presented at HCI International 2018.
  • Designed use cases and prototypes in OpenMRS EHR to teach students how to create EHR efficiencies.
  • Served as 1 of 10 graduate peer leaders facilitating interprofessional training sessions and case-based learning with 100% positive feedback.

EHR Workflow Teaching & Facilitation

Research & Analytics

IUPUI & White Pine Systems (SPINN) · 2017 – 2018 · United States

Supported research and analytics across Parkinson’s disease and maternal health / addiction use cases.

  • Restarted a stalled Parkinson’s study by analyzing non-invasive clinical measures and building dashboards to interpret protein–carbohydrate ratios.
  • Developed business models and analytic frameworks for opioid-use reduction in pregnancy and maternal mortality projects in Nigeria, helping secure ~20% more funding.
  • Restructured cost centers and supported new customer relationships to reduce business development costs.

Clinical Research Data Visualization Health Policy

Clinical Pharmacist (Residency)

Basaveshwara Teaching & General Hospital · Jul 2015 – Jul 2016 · Gulbarga, Karnataka

Completed a clinical pharmacy residency with daily rotations in a tertiary-care hospital.

  • Performed prescription audits and intervention reviews to avoid drug–drug interactions and optimize therapy.
  • Led a 5-member team to investigate a rise in poisoning cases and delivered community education on pesticide use, contributing to a reported ~20% reduction in cases.

Clinical Pharmacy Medication Safety

Publications

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HCI International 2018

Improving “Desktop Medicine” Efficiency Using Guided Inquiry Learning in an Electronic Health Record System

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IEEE-EMBS Biomedical and Health Informatics 2024

Mapping Extracted Free-Text Primary Diagnoses to ICD-10 and SNOMED-CT Using SciSpacy: A Performance Evaluation

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ACM HealthRecSys 2024

Personalizing Exercise Recommendations with Explanations using Multi-Armed Contextual Bandits and Reinforcement Learning

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Journal of Medical Internet Research 2025

Evaluating the Reasoning Capabilities of Large Language Models for Medical Coding and Hospital Readmission Risk Stratification: Zero-Shot Prompting Approach

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Innovation in Aging 2025

Pathways from Depression to Elevated Cardiovascular Risk in Older Adults Through Life’s Essential 8 Model

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Journal of the American Heart Association 2026

A Model Analysis of the American Heart Association's Life’s Essential 8: Can Physical Activity Mitigate Cardiovascular Risk among Low Income Individuals?

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Journal of American Medical Informatics Association 2026

Automated LOINC Mapping with Biomedical NLP Models: Enabling Scalable Health Information Exchange via the Open Concept Lab

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JMIR Medical Informatics 2025

Harmonizing Logical Observation Identifiers Names and Codes (LOINC) Codes and Units in Real-World Oncology Data: Method Development and Evaluation

Contact

Feel free to reach out!