Ali A.

Key Skills

Software

Other

Top Subject Matter

Multimodal AI training for in-game content and generative video/LLM evaluation

Video annotation for generative AI model training

Hindi LLM training

Top Data Types

Video

Text

Image

Document

Top Task Types

RLHF

Freelancer Overview

AI Trainer – Anuttacon (June 2025 – Present). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Master of Technology, Jamia Hamdard University (2022) and Bachelor of Technology, Sharda University (2020). AI-training focus includes data types such as Video and Text and labeling workflows including RLHF, Evaluation, and Rating.

Labeling Experience

AI Trainer – Anuttacon (June 2025 – Present)

VideoRLHF

Labeled and evaluated multimodal in-game content and AI-generated video outputs using RLHF/SFT methodologies and project-specific rubrics. Assessed visual quality, coherence, and output refinement while performing comparative assessment and issue identification across generated content. Evaluated audio-visual alignment including audio synchronization, lip-sync accuracy, and emotion alignment. • Annotated images and videos as part of dataset building for model improvement • Applied RLHF/SFT evaluation criteria to rate and refine AI-generated video responses • Performed multimodal evaluation for synchronization, lip-sync, and emotional congruence • Supported LLM evaluation by scoring factuality, tone, contextual relevance, safety, and response quality

2025 - Present

Hindi AI Data Trainer – Outlier (March 2024 – March 2025)

OtherTextRLHF

Worked on training a Hindi large language model using data annotation and model evaluation workflows. Evaluated AI-generated outputs against rubrics covering grammar, factual accuracy, safety, harmfulness, and overall response quality. Supported RLHF initiatives by analyzing and refining responses to improve contextual understanding in Hindi. • Annotated Hindi language data for LLM training • Rated and assessed outputs based on safety and quality rubrics • Designed and optimized prompts to improve linguistic accuracy and relevance • Performed comparative analysis and quality validation for consistency

2024 - 2025

Advanced AI Data Trainer – Invisible Technologies (July 2024 – May 2025)

OtherVideo

Conducted video data annotation and labeling to improve model understanding and video generation capabilities. Validated complex datasets and ensured adherence to detailed annotation guidelines and style frameworks. Monitored data quality via KPIs and provided feedback to refine systems and workflows. • Annotated and validated video datasets for improved model performance • Applied consistent labeling guidelines to ensure compliance and quality • Assessed data quality trends and KPIs to guide process improvements • Tested new workflows and delivered constructive feedback to teams

2024 - 2025

Education

Work History