Pradeep Kumar Kumar

AI Trainer and AI Data Specialist with 3+ years of combined experience across software development, LLM evaluation, data annotation, and AI quality workflows. Experienced with preference ranking, human feedback, mathematical reasoning, multilingual evaluation, content assessment, and structured quality checks. Strong analytical thinking, attention to detail, and ability to follow complex project guidelines.

AI Trainer / LLM Evaluator at Outlier (2024-07 – 2025-12)

• Worked on multiple AI model training and evaluation projects, supporting improvement of large language models through high-quality human feedback.
• Performed preference ranking by comparing AI-generated responses for accuracy, relevance, reasoning, clarity, completeness, and instruction following.
• Evaluated response quality and identified factual errors, hallucinations, logical inconsistencies, incomplete answers, and reasoning problems.
• Contributed to Laurelin Moon (Mathematics) by checking calculations, mathematical reasoning, methodology, and step-by-step explanations.
• Worked on the Flamingo Languages project, evaluating language outputs for grammar, fluency, meaning, relevance, and task compliance.
• Adapted to project-specific rubrics, complex guidelines, and changing workflows while maintaining consistent quality and accuracy.

AI Data Trainer / AI Data Specialist at RWS (2025-07 – 2026-07)

• Worked on Project Callisto - Newsletter, supporting AI data and content evaluation workflows.
• Reviewed and evaluated content for accuracy, relevance, language quality, consistency, and adherence to project guidelines.
• Performed data annotation, classification, quality checking, and issue identification for AI and language-data tasks.
• Maintained high attention to detail while processing large volumes of data and meeting quality and productivity requirements.
• Adapted quickly to new task instructions, evaluation standards, and project-specific requirements.

Python Developer Intern at Asterisc Technocrat (2023-06 – 2025-07)

• Developed and maintained Python applications with focus on reliability, efficiency, and adaptability.
• Contributed to application development, troubleshooting, and problem-solving across project requirements.
• Supported applications from development through deployment with attention to user needs and performance.

B.Tech. in Computer Science & Engineering (Data Science) – IK Gujral Punjab Technical University (2025)