Mohd A.

Key Skills

Software

Other

Top Subject Matter

AI-generated content quality for model training

Operational data entry accuracy and data processing

Claims/member data quality validation for AI/ML-ready datasets

Top Data Types

Text

Document

Top Task Types

Classification

Freelancer Overview

AI Model Contributor (Freelance) at Outlier. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Microsoft Excel. Education includes Bachelor of Science, University of Mumbai (2025). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

Associate – Claims Processing (Data Quality & Validation) at Wipro Ltd.

OtherText

Performed daily validation and processing of large datasets for member records with strict attention to detail. Identified data discrepancies and initiated corrective actions through an RFI workflow to improve upstream data quality. Produced data accuracy reports and maintained compliance standards while collaborating to meet reporting timelines. • Validated member records for system input readiness • Raised RFIs to resolve discrepancies and enforce data integrity • Generated accuracy and compliance reporting outputs • Coordinated with cross-functional teams to meet quality benchmarks

2025 - Present

Back Office Executive (Data Processing & Accuracy) at Knotify Service Pvt. Ltd.

TextClassification

Handled high-volume operational data processing with a focus on accuracy checking and documentation. Maintained daily datasets and produced summary reports to ensure reliable inputs for downstream business systems. Supported process improvements by organizing structured data efficiently. • Verified accuracy of entered records • Tracked documentation for operational datasets • Generated daily summary reports in spreadsheets • Organized structured data to improve workflow consistency

2024 - 2025

AI Model Contributor (Freelance) at Outlier

OtherText

Reviewed and rated AI-generated responses against complex predefined quality guidelines to improve accuracy and relevance. Rewrote structured outputs and provided detailed feedback to better align generated content with expected criteria. Supported creation of training signals for reinforcement learning (RL) and supervised fine-tuning (SFT) to assist AI/ML development. • Evaluated response quality for correctness and relevance • Performed content rewriting for format and alignment • Delivered granular feedback for model improvement • Contributed training data for RL and SFT workflows

2024 - 2025

Education

Work History