Nitin S.

Key Skills

Software

No software listed

Top Subject Matter

Clinical image/data interpretation for diagnostic classification in internal medicine and emergency contexts

Pharmacovigilance ADR assessment

MedDRA coding

Top Data Types

Text

Image

Document

Top Task Types

Diagnosis

Classification

Freelancer Overview

Duty Medical Officer in Contract Review, Compliance, and Legal Research. Brings 7+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal, Proprietary Tooling, and Argus Safety. Education includes Doctor of Medicine, Our Lady of Fatima University, College of Medicine (2021) and Bachelor of Science, Our Lady of Fatima University (2017). AI-training focus includes data types such as Medical, DICOM, and Text and labeling workflows including Diagnosis and Classification.

Labeling Experience

Duty Medical Officer, Ratna Nursing Home (2024 – Present)

Diagnosis

In the role of Duty Medical Officer, you interpreted and applied clinical findings from ECGs, ABGs, laboratory data, and imaging to support diagnostic decision-making. While not explicitly framed as labeling, this activity directly involved analyzing medical signals and producing structured clinical documentation that can be used for medical annotation workflows. You also translated multi-system presentations into differential diagnoses and management plans that require consistent categorization and careful interpretation. • Interpreted ECG and ABG results to inform clinical classification and next-step decisions • Analyzed laboratory and imaging findings for diagnostic reasoning across specialties • Generated differential diagnoses and management plans from complex patient presentations • Maintained structured medical documentation (admission, progress, discharge, medico-legal records) to ensure traceability and accuracy

2024 - Present

Pharmacovigilance Services Specialist, Accenture Services Pvt. Ltd. (2023 – 2024)

TextClassification

In the Pharmacovigilance Services Specialist role, you analyzed adverse drug reactions by assessing seriousness, expectedness, and causality across multiple therapeutic areas. You performed systematic case processing that maps patient narratives and clinical evidence into standardized pharmacovigilance categories. You also produced medically accurate case summaries and safety narratives suitable for annotation and downstream evaluation. • Assessed ADR seriousness/expectedness and performed causality assessment • Interpreted patient narratives and clinical data to produce case summaries • Authored and reviewed clear medical narratives and assessment summaries to quality standards • Performed MedDRA coding and Argus Safety database case processing for systematic tagging

2023 - 2024

Post Graduate Internship, Government General Hospital (2022 – 2023)

Diagnosis

During the Post Graduate Internship, you evaluated patient histories, ordered and interpreted diagnostic tests, and supported emergency and specialty care. This required converting clinical information into diagnostic reasoning outputs and maintaining accurate patient records. The work involved structured documentation practices aligned with medical annotation needs for clinical text and diagnostic classification tasks. • Evaluated patient symptoms and medical histories across multiple specialties • Ordered and interpreted diagnostic tests and imaging to support diagnostic reasoning • Provided emergency care using clinical judgment in high-pressure settings • Collected and maintained accurate patient records to support continuity of documentation

2022 - 2023

Education

Work History