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J
Jinit Singh

Jinit Singh

Medical AI Evaluator · Outlier AI

India flagAnand, India
$70.00/hrIntermediateOther

Key Skills

Software

Other

Top Subject Matter

Medical/Healthcare/Clinical AI
Mental Health/Clinical AI

Top Data Types

TextText
Medical DicomMedical Dicom
DocumentDocument

Top Task Types

Text GenerationText Generation
Question AnsweringQuestion Answering
Text SummarizationText Summarization
RLHFRLHF
Fine-tuningFine-tuning
Evaluation/RatingEvaluation/Rating
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
ClassificationClassification

Freelancer Overview

Medical AI Evaluator · Outlier AI. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Bachelor of Medicine, Bachelor of Surgery, B.J. Medical College, Ahmedabad (2025). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

IntermediateEnglishHindi

Labeling Experience

Clinical AI Builder & Evaluator · PsychScribe and Theraya — Solo Founder

OtherTextEvaluation Rating
As the solo founder of a clinical AI startup, I architected, built, and validated AI-driven tools for mental health professionals. Rigorous evaluation was performed for all AI responses, focusing on safety, multilingual accuracy, and clinical relevance. The role entailed frequent validating and annotating AI-generated mental health text in English and three other languages. • Shipped AI-enabled SOAP notes, prescription, and billing solutions • Built and validated a crisis detection AI with 80+ mental health keywords • Used Claude,Cursor, Flask, Claude, and proprietary systems for annotation and validation • Ensured alignment with DSM-5 and clinical best practices at every development stage

As the solo founder of a clinical AI startup, I architected, built, and validated AI-driven tools for mental health professionals. Rigorous evaluation was performed for all AI responses, focusing on safety, multilingual accuracy, and clinical relevance. The role entailed frequent validating and annotating AI-generated mental health text in English and three other languages. • Shipped AI-enabled SOAP notes, prescription, and billing solutions • Built and validated a crisis detection AI with 80+ mental health keywords • Used Claude,Cursor, Flask, Claude, and proprietary systems for annotation and validation • Ensured alignment with DSM-5 and clinical best practices at every development stage

2026 - Present

Medical AI Evaluator · Outlier AI

Text
This experience involved evaluating AI-generated clinical text for accuracy, safety, and adherence to guidelines. I assessed over 1,000 AI responses using structured rubrics designed from DSM-5, WHO protocols, and NICE guidelines. The work focused on risk detection, red-teaming, and systematic analysis of medical language models. • Evaluated AI outputs for psychiatry, emergency medicine, and primary care • Designed and implemented structured evaluation rubrics • Identified hallucinations, fabricated information, and unsafe advice • Delivered 15+ completed projects with documented improvements

This experience involved evaluating AI-generated clinical text for accuracy, safety, and adherence to guidelines. I assessed over 1,000 AI responses using structured rubrics designed from DSM-5, WHO protocols, and NICE guidelines. The work focused on risk detection, red-teaming, and systematic analysis of medical language models. • Evaluated AI outputs for psychiatry, emergency medicine, and primary care • Designed and implemented structured evaluation rubrics • Identified hallucinations, fabricated information, and unsafe advice • Delivered 15+ completed projects with documented improvements

2025 - 2026

Education

B

B.J. Medical College, Ahmedabad

Bachelor of Medicine, Bachelor of Surgery, Medicine and Surgery

Bachelor of Medicine, Bachelor of Surgery
2019 - 2025

Work History

T

Theraya

Founder

Anand
2026 - Present
S

Sub-District Hospital

Chief Medical Officer

Savli
2025 - Present