Pragti A.

Key Skills

Software

Don't disclose

Other

Top Subject Matter

Healthcare/pharma medical accuracy evaluation and AI decision support validation

Pharma medical content review and quality benchmarking

Scientific/medical content curation and clinical database updating

Top Data Types

Text

Video

Document

Top Task Types

RLHF

Entity (NER) Classification

Freelancer Overview

Senior Consultant II, Medical Content — AI guardrails, endpoint extraction logic, and medical accuracy testing (AI Decis. Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose and Other. Education includes Master of Dental Surgery, Maharishi Markandeshwar University (2017) and Bachelor of Dental Surgery, Maharishi Markandeshwar University (2013). AI-training focus includes data types such as Medical, DICOM, and Text and labeling workflows including RLHF, Evaluation, and Rating.

Labeling Experience

Senior Consultant II, Medical Content — AI guardrails, endpoint extraction logic, and medical accuracy testing (AI Decision Support Platform)

Don't discloseRLHF

Performed medical accuracy testing and evaluation for an AI Decision Support Platform by validating clinical correctness, formula logic, and contextual appropriateness of AI-generated outputs. Defined and reviewed clinical guardrails and decision rules to ensure accurate extraction of key endpoints and clinically aligned reasoning. Collaborated with technology teams to validate outputs in a real-world product environment. • Validated extraction logic for clinical and health-economic variables across therapy areas • Tested module outputs for drug comparisons with an emphasis on contextual appropriateness • Reviewed medical reasoning, treatment summaries, and clinical explanations for scientific rigor • Ensured medically sound outputs via formula and decision-rule governance

2024 - Present

Consultant, Medical Content — editorial review and medical accuracy-focused content development

OtherText

Acted as primary writer and editorial reviewer for high-value pharma accounts, producing evidence-based, audience-specific medical content using digital-first formats. Oversaw concurrent projects with defined quality benchmarks and strict timelines to ensure content accuracy and clinical appropriateness. Supported clinical content review processes that align with medical verification and evaluation practices used in AI quality workflows. • Conducted editorial review of medical/scientific content for accuracy and quality • Managed multiple projects to maintain consistency with evidence-based standards • Produced patient/HCP-focused explanations and treatment-related content • Coordinated quality checks across therapy-area deliverables

2022 - 2024

Medical Editor — creation and review of scientific and clinical database content

OtherTextEntity (NER) Classification

Created, reviewed, and updated scientific content for journals, abstracts, and clinical databases with a focus on maintaining high-quality medical resources. Worked with digital and academic teams to keep medical information brand-aligned and scientifically accurate. These activities involved structured medical information handling analogous to identifying and validating key clinical entities within text. • Produced and maintained scientific medical content for publications and databases • Reviewed and updated abstracts and journal-related scientific material • Coordinated with digital/academic teams for consistency and quality • Ensured accuracy and clarity of clinical information for end users

2018 - 2020

Education

Work History