Freelancer

Key Skills

Software

Don't disclose

Top Subject Matter

Medical Domain Expertise

digital health

science and technology content

Top Data Types

Text

Document

Top Task Types

Classification

RLHF

Entity (NER) Classification

Freelancer Overview

Freelance Subject Matter Expert & Tech Content Reviewer - Independent. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Bachelor of Ayurvedic Medicine and Surgery, Rajiv Gandhi University of Health Sciences (RGUHS) (2025). AI-training focus includes data types such as Text and Document and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Freelance Subject Matter Expert & Tech Content Reviewer - Independent

TextClassificationRLHF

Worked as a Freelance Subject Matter Expert and Tech Content Reviewer, auditing digital health, science, and technology content for technical accuracy and contextual safety. Stress-tested responses from generative AI platforms by applying precise prompt parameters to evaluate logical continuity and factual reliability. Identified and corrected textual anomalies and semantic gaps to improve the quality of downstream outputs. • Audited content datasets for baseline technical accuracy and alignment with scientific consensus • Evaluated AI-generated responses for logical continuity, objectivity, and linguistic clarity • Detected and corrected structural flaws, anomalies, and semantic gaps • Applied critical review methods to support high-quality, safer technical content

2025 - Present

Clinical Practitioner / Duty Medical Officer (accuracy auditing of medical records and documentation) — 2025–Present

Don't discloseDocument

In the Clinical Practitioner / Duty Medical Officer role, reviewed and cross-verified complex medical documentation against strict accuracy benchmarks. Performed quality checking on pharmaceutical references and clinical records to maintain objective correctness. Produced synthesized, logically sound evaluations from multifaceted diagnostic and case-history data. • Cross-verified clinical documentation, pharmaceutical references, and records for accuracy • Audited medical case histories and multi-disciplinary treatment protocols • Analyzed complex data arrays to deliver synthesized and objective health evaluations • Translated dense medical and technological terminology into structured, accessible documentation

2025 - Present

Freelance Subject Matter Expert & Tech Content Reviewer (LLM stress-testing and content auditing) — 2025–Present

Don't discloseText

Worked as a Freelance Subject Matter Expert and Tech Content Reviewer by auditing AI-related science, technology, and digital health content for accuracy and safety. Evaluated model responses using prompt parameters to check logical continuity, objective factuality, and linguistic clarity. Reported and corrected text anomalies and semantic gaps to improve dataset output reliability and downstream performance. • Audited content datasets for baseline technical accuracy and alignment with modern scientific consensus • Conducted adversarial prompt engineering stress-testing of generative AI outputs • Assessed hallucination risk and evidence-based scientific logic • Identified structural flaws, anomalies, and semantic gaps requiring correction

2025 - Present

Education

Work History