Numa R.

Key Skills

Software

Data Annotation Tech

Img Lab

Humanatic

Top Subject Matter

AI training

prompt-based LLM response evaluation

and technical computer science education (DSA, OS, cloud, networking)

Top Data Types

Text

Audio

Document

Top Task Types

Text Generation

Text Summarization

Evaluation/Rating

Prompt + Response Writing (SFT)

Fine-tuning

Question Answering

Object Detection

Classification

Freelancer Overview

AI Trainer & Technical Content/Response Evaluation (Cloud Services Analyst role with AI training portfolio focus) at HCL. Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Technology, Dr. APJ Abdul Kalam Technical University (2025). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Trainer & Technical Content/Response Evaluation (Cloud Services Analyst role with AI training portfolio focus) at HCL Technologies Ltd. (Aug 2025 – Present)

OtherText

Provided AI training and technical instruction by analyzing outputs for inconsistencies and ensuring high-quality standards. Reviewed AI-assisted and technical outputs to maintain accuracy and consistency across learner-facing materials. Contributed to AI tutoring-style workflows through prompt-based explanations and structured content review. • Reviewed LLM/AI-generated technical responses for quality and correctness • Evaluated content for inconsistencies and adherence to technical expectations • Produced structured explanations for training on DSA, operating systems, cloud, and networking • Applied prompt engineering workflows to generate and refine educational content

2025 - Present

Education

Work History