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Shivam D.

Shivam D.

AI Video Model Evaluator & Data Trainer | Verity Labs (Anuttacon) (Video Evals team)

India flagN/A, India

Key Skills

Software

No software listed

Top Subject Matter

Video game AI (generative/multimodal) evaluation and RLHF-style human feedback

Top Data Types

VideoVideo

Top Task Types

RLHFRLHF
Evaluation/RatingEvaluation/Rating
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
ClassificationClassification
Text SummarizationText Summarization
Question AnsweringQuestion Answering

Freelancer Overview

AI Video Model Evaluator & Data Trainer | Verity Labs (Anuttacon) (Video Evals team). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, BITS Pilani (2025). AI-training focus includes data types such as Video and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Video Model Evaluator & Data Trainer | Verity Labs (Anuttacon) (Video Evals team)

VideoVideo

Evaluated AI-generated video outputs using structured, multi-category rubrics across visual, identity, audio, and composite quality dimensions. Applied calibrated severity and duration taxonomies and reproducible scoring scales to align ratings across a distributed annotation team. Conducted comparative Unilateral GSB (Good/Same/Bad) head-to-head ranking to support preference-based model preference training. • Rated Dynamic Effect metrics including structural accuracy, motion stability, and natural vividness. • Checked ID Consistency (Face ID, Body ID, and screen-content fidelity to reference images) and Audio Matching (lip-sync accuracy and emotion alignment). • Assessed Color Consistency and combined Face/Hands/Body/Movement (FHBM) quality using taxonomy-driven criteria. • Participated in calibration syncs to maintain scoring alignment and update guidelines as the taxonomy evolved.

2025 - 2026

Education

B

BITS Pilani

Bachelor of Science, Design and Computing

Bachelor of Science
2021 - 2025

Work History

H

Hcltech

Cloud Infrastructure Specialist

N/A
2021 - Present
H

Hcltech

IT Specialist, Cloud Infrastructure

N/A
2021 - Present