Nityam

Key Skills

Software

Scale AI

Mercor

AWS SageMaker

Anno-Mage

Appen

Argilla

Axiom AI

Clickworker

CloudFactory

CrowdFlower

CrowdSource

CVAT

Data Annotation Tech

Dataloop

Datatroniq

Datature

Datasaur

Datumbox

Dataturk

Deep Systems

Diffgram

Doccano

Encord

Figure Eight

Google Cloud Vertex AI

Hasty

HiveMind

Humanatic

iMerit

Img Lab

Kili Technology

Labelbox

LabelImg

Label Studio

LightTag

Lionbridge

Micro1

Mighty AI

Mindrift

OneForma

OpenCV AI Kit (OAK)

Playment

Redbrick AI

Prodigy

Remotasks

Roboflow

Sama

Sloth

Snorkel AI

SuperAnnotate

Supervisely

Surge AI

Tagtog

Toloka

Telus

Trilldata Technologies

VoTT

V7 Labs

Top Subject Matter

Generative AI

Language Models

Policy Alignment

Top Data Types

Text

Video

Audio

Computer Code Programming

Top Task Types

Segmentation

Transcription

Bounding Box

Text Generation

RLHF

Evaluation/Rating

Computer Programming/Coding

Freelancer Overview

Generative AI Trainer & Data Annotator. Core strengths include Scale AI. Education includes Master of Computer Applications, Bharati Vidyapeeth’s Institute of Computer Applications (2024) and Bachelor of Science, Jamia Millia Islamia (2024). AI-training focus includes data types such as Text, Video, and Audio and labeling workflows including Evaluation, Rating, and Segmentation.

Labeling Experience

Generative AI Trainer & Data Annotator

Scale AIAudioTranscription

I conducted multilingual audio transcription and linguistic annotation tasks as part of model training and evaluation pipelines. My role involved transcribing and annotating audio data to support language model improvement. This experience enhanced my understanding of linguistic diversity in AI datasets. • Transcribed audio in multiple languages for machine learning models. • Annotated linguistic features to train and assess AI language tools. • Supported evaluation of multilingual audio outputs. • Maintained data integrity through meticulous transcription practices.

I conducted multilingual audio transcription and linguistic annotation tasks as part of model training and evaluation pipelines. My role involved transcribing and annotating audio data to support language model improvement. This experience enhanced my understanding of linguistic diversity in AI datasets. • Transcribed audio in multiple languages for machine learning models. • Annotated linguistic features to train and assess AI language tools. • Supported evaluation of multilingual audio outputs. • Maintained data integrity through meticulous transcription practices.

2026 - Present

Generative AI Trainer & Data Annotator

Scale AIVideoSegmentation

I performed video annotation for multimodal training datasets and supported model evaluation tasks. My responsibilities included high-resolution labeling and ensuring the accuracy of annotations for improved learning outcomes. This work contributed directly to the training data for AI systems requiring video understanding. • Labeled and segmented video data for multimodal AI models. • Ensured annotation accuracy through quality assurance checks. • Used desktop annotation tools for high-resolution labeling projects. • Collaborated on model evaluation workflows involving video data.

I performed video annotation for multimodal training datasets and supported model evaluation tasks. My responsibilities included high-resolution labeling and ensuring the accuracy of annotations for improved learning outcomes. This work contributed directly to the training data for AI systems requiring video understanding. • Labeled and segmented video data for multimodal AI models. • Ensured annotation accuracy through quality assurance checks. • Used desktop annotation tools for high-resolution labeling projects. • Collaborated on model evaluation workflows involving video data.

2026 - Present

Generative AI Trainer & Data Annotator

Scale AIText

As a Generative AI Trainer & Data Annotator at Scale AI (Outlier.ai), I evaluated AI-generated outputs for quality, correctness, and policy alignment. My work contributed to large-scale data and model training workflows for generative AI systems. I also analyzed dataset quality and provided structured feedback to improve language model accuracy. • Performed structured evaluation and ratings of AI-generated language outputs. • Supported RLHF-style feedback, prompt ranking, and policy compliance checks. • Conducted Chinese edition annotation tasks using desktop tools. • Analyzed data quality to optimize model performance and alignment.

As a Generative AI Trainer & Data Annotator at Scale AI (Outlier.ai), I evaluated AI-generated outputs for quality, correctness, and policy alignment. My work contributed to large-scale data and model training workflows for generative AI systems. I also analyzed dataset quality and provided structured feedback to improve language model accuracy. • Performed structured evaluation and ratings of AI-generated language outputs. • Supported RLHF-style feedback, prompt ranking, and policy compliance checks. • Conducted Chinese edition annotation tasks using desktop tools. • Analyzed data quality to optimize model performance and alignment.

2026 - Present

Image generation prompt verification

ImageObject Detection

I was checking and describing if the AI generated image followed the prompt properly or not.

I was checking and describing if the AI generated image followed the prompt properly or not.

2026 - 2026

Software Function annotation

ImageBounding Box

I was annotating high res desktop software screenshot of chinese edition and also labeling icon functionality

I was annotating high res desktop software screenshot of chinese edition and also labeling icon functionality

2025 - 2026

Education

Work History