Hashmat S.

Key Skills

Software

Scale AI

Data Annotation Tech

Toloka

Label Studio

Top Subject Matter

AI content safety

LLM evaluation

Data Annotation

Top Data Types

Image

Video

Audio

Top Task Types

Bounding Box

Segmentation

Classification

Text Generation

Data Collection

Evaluation/Rating

Polygon

Object Detection

Freelancer Overview

AI Analyst (LLM Practice) at Innodata Inc.. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Scale AI. Education includes Bachelor of Computer Applications, University of Kashmir (2021). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Analyst (LLM Practice) at Innodata Inc.

ImageBounding Box

Performed human evaluation of AI-generated responses with focus on factual accuracy, relevance, coherence, safety, and policy compliance. Conducted fact-checking and hallucination detection and applied annotation guidelines to support consistent labeling quality. Reviewed model outputs and delivered structured human feedback to improve LLM reliability and training data outcomes. • LLM response safety and policy compliance evaluation • Hallucination detection and ground-truth validation • Content labeling and classification for AI training datasets • QA on model performance metrics and response ranking

2026 - Present

Technical Support Engineer / Service Engineer at Computer Clinic

Scale AIText

This role did not explicitly describe data labeling, data annotation, or AI training activities in the provided resume text. Therefore, labeling-related details cannot be reliably extracted for this employment period. Any inferences about labeling would be speculative. • N/A: No explicit annotation tasks mentioned • N/A: No datasets or labeling guidelines described • N/A: No AI model evaluation/ranking duties stated • N/A: No tools for annotation/labeling specified

2023 - 2025

Customer Service & Operations Analyst at RBS Services Private Limited

Scale AIText

This role did not explicitly describe data labeling, data annotation, or AI training activities in the provided resume text. Therefore, labeling-related details cannot be reliably extracted for this employment period. Any inferences about labeling would be speculative. • N/A: No explicit labeling/annotation tasks mentioned • N/A: No AI dataset curation or guideline application described • N/A: No model evaluation or feedback labeling described • N/A: No labeling tools/software specified

2022 - 2022

Education

Work History