Sumeet Malhotra

Key Skills

Software

Appen

Remotasks

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

Image

Text

Video

Top Task Types

Audio Recording

Computer Programming/Coding

Evaluation/Rating

Prompt + Response Writing (SFT)

RLHF

Freelancer Overview

Over the past several years, I have worked as an AI Trainer for renowned platforms such as Photomath Inc. (now a part of Google), Chegg, MathMaster, and most recently, Outlier.ai (Scale AI). These roles have enabled me to hone my expertise in areas including Data Labeling, Reinforcement Learning with Human Feedback (RLHF), prompt-response generation, side-by-side model comparison, and audio RLHF tasks — many of which involve multilingual and culturally nuanced data. My academic background includes a Bachelor’s in Computer Applications and an MBA with a specialization in Information Technology and Marketing. This combination empowers me with not only technical acumen but also a strategic understanding of project delivery and team collaboration. Fluent in English and a native speaker of Hindi, I possess the linguistic sensitivity and contextual awareness necessary to effectively train and evaluate AI systems for English and Hindi languages. I take pride in delivering high-quality, context-aware data contributions that directly enhance AI model performance.

Labeling Experience

Audio RLHF i18n

Scale AIAudioRLHF

In this project, my task is to help train an AI speech model to better understand and respond in natural, human-like conversations. To achieve this, I create authentic and natural audio prompts, just as if I were speaking directly to the model. I receive a conversation type and category to guide my prompts while allowing me to add my personal touch.

In this project, my task is to help train an AI speech model to better understand and respond in natural, human-like conversations. To achieve this, I create authentic and natural audio prompts, just as if I were speaking directly to the model. I receive a conversation type and category to guide my prompts while allowing me to add my personal touch.

2024

Code RLHF Project

Scale AITextText GenerationEvaluation Rating

This is a Code RLHF project where unique combination of language and coding skills is used to help improve an LLM.

This is a Code RLHF project where unique combination of language and coding skills is used to help improve an LLM.

2024

Education

Work History