Pawan Singh

Key Skills

Software

Telus

Appen

Clickworker

CrowdSource

Data Annotation Tech

Labelbox

Lionbridge

Scale AI

Top Subject Matter

Hindi and English Language AI Training

AI Language Data Annotation and Research

AI Trainer

Top Data Types

Text

Image

Audio

Top Task Types

Prompt + Response Writing (SFT)

Bounding Box

Classification

Text Generation

Question Answering

RLHF

Fine-tuning

Red Teaming

Transcription

Evaluation/Rating

Text Summarization

Segmentation

Object Detection

Freelancer Overview

AI/ML Trainer & Prompt Engineer. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N, A, and Telus. Education includes Bachelor of Technology, IIT Roorkee and Bachelor of Science, MJPR University, Bareilly. AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT), Evaluation, and Rating.

Labeling Experience

AI/ML Trainer & Prompt Engineer

TextPrompt Response Writing SFT

As an AI/ML Trainer & Prompt Engineer at Outlier, I was responsible for developing, refining, and evaluating prompts in Hindi and English for large language models. My work ensured the AI models produced contextually accurate and culturally appropriate responses by analyzing linguistic nuances and intent. I improved model outputs by handling complex language tasks, accent, tone, and ambiguity analysis. • Created, assessed, and iterated prompts for improved LLM training • Evaluated AI outputs for fluency, coherence, and contextual correctness • Handled ambiguity and cultural variations in language data • Specialized in Hindi and English textual data within an AI training context.

As an AI/ML Trainer & Prompt Engineer at Outlier, I was responsible for developing, refining, and evaluating prompts in Hindi and English for large language models. My work ensured the AI models produced contextually accurate and culturally appropriate responses by analyzing linguistic nuances and intent. I improved model outputs by handling complex language tasks, accent, tone, and ambiguity analysis. • Created, assessed, and iterated prompts for improved LLM training • Evaluated AI outputs for fluency, coherence, and contextual correctness • Handled ambiguity and cultural variations in language data • Specialized in Hindi and English textual data within an AI training context.

2022 - 2023

Online Data Researcher

TelusText

At Telus International, I carried out detailed data annotation and evaluation tasks for AI training datasets focused on language. My responsibilities included high-quality data labeling and strict adherence to guidelines for optimal AI model training. I independently performed evaluations and research on various linguistic datasets requiring consistency and accuracy. • Conducted annotation and evaluation of text data for AI/ML applications • Ensured guideline compliance and high-quality labeled outputs • Managed complex, uncertain, or ambiguous data labeling tasks • Worked independently to support AI language dataset improvement.

At Telus International, I carried out detailed data annotation and evaluation tasks for AI training datasets focused on language. My responsibilities included high-quality data labeling and strict adherence to guidelines for optimal AI model training. I independently performed evaluations and research on various linguistic datasets requiring consistency and accuracy. • Conducted annotation and evaluation of text data for AI/ML applications • Ensured guideline compliance and high-quality labeled outputs • Managed complex, uncertain, or ambiguous data labeling tasks • Worked independently to support AI language dataset improvement.

2021 - 2022

Education

Work History