Anand M.

Key Skills

Software

Don't disclose

Top Subject Matter

Human data and AI training operations

AI response evaluation and annotation

Multimodal data annotation

Top Data Types

Text

Image

Top Task Types

Classification

Bounding Box

AI Trainer Overview

Human Data & AI Training Workflow — Independent Case Study. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes B. Tech, Shambhunath Institute of Engineering and Technology, Prayagraj (2026) and Diploma, Hewett Polytechnic, Lucknow (2021). AI-training focus includes data types such as Text and Image and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

Annotation & Multimodal Knowledge

Don't discloseImageBounding Box

Knowledge of bounding-box annotation, object tracking, action recognition, annotation consistency, and inter-annotator agreement; no completed production labeling engagement was specified.

Not specified

AI Response Evaluation & Annotation — Independent Project

Don't discloseText

Rubric-based AI response evaluation, output comparison, factual and logical issue identification, ambiguity documentation, and evidence-based quality review.

Not specified

Human Data & AI Training Workflow — Independent Case Study

Don't discloseTextClassification

Human-data and AI-training workflow design, including contributor onboarding, calibration, quality assurance, disagreement review, feedback, and escalation checkpoints.

Not specified

Education

Work History