Vinay C.

Key Skills

Software

No software listed

Top Subject Matter

Healthcare MEDICAL DATA

Top Data Types

Image

Text

Document

Top Task Types

No task types listed

Freelancer Overview

Clinical Elective and Medical Intern (Surgical Oncology) in Contract Review, Compliance, and Legal Research. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Bachelor of Medicine and Bachelor of Surgery, Ramaiah Medical College (2026).

Labeling Experience

CEO

Medical DicomText Generation

Clinical Subject Matter Expert (SME) & Medical Data Annotator Curated NLP Training Datasets: Architected and labeled a specialized regional nutrition database (complex Indian mixed diets), mapping raw text inputs to precise macronutrient and glycemic load values to train a Natural Language Processing engine. Structured Pharmacological Data: Built a deterministic "Smart Formulary" by annotating chronic disease medications with layman-accessible clinical rationales, targeted side-effect matrices, and adherence metrics, strictly eliminating AI hallucination risks. Defined Clinical Triage Logic: Designed ground-truth logic matrices by labeling pathophysiological thresholds (e.g., cross-referencing fasting glucose with specific symptoms) to train algorithmic decision-support and automated specialist referral pathways. Executed Database Integrations: Translated clinical guidelines into structured, machine-readable formats (CSV) and managed import jobs into a relational cloud database (Supabase/PostgreSQL) for live production environments.

2026 - Present

Education

Work History