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Nayan Chandwani

Nayan Chandwani

Multimodal AI Training Specialist | Data Science (IIT Madras)

India flagKanpur, India
$25.00/hrEntry LevelScale AIRemotasksClickworker

Key Skills

Software

Scale AIScale AI
RemotasksRemotasks
ClickworkerClickworker
Data Annotation TechData Annotation Tech

Top Subject Matter

Computer Science & Technology (Python, SQL, git, etc)
Generative AI & LLM Alignment (RLHF) (Images, videos, text etc.)
Technical Documentation & Logic Verification, Multilingual (English/Hindi)

Top Data Types

ImageImage
VideoVideo
TextText
AudioAudio
DocumentDocument

Top Task Types

RLHFRLHF

Freelancer Overview

I have hands-on experience in generalist multimodal data annotation—including text, image, audio, and video—for RLHF, most recently demonstrated during a 33-day intensive contractual stint with Scale AI (Outlier). My work required navigating broad topics, strict adherence to shifting project rubrics, and a persistent, investigative mindset to ensure high-fidelity model alignment across diverse data types.What sets me apart is the technical literacy and operational discipline I bring to data operations. As a Data Science and Programming student at IIT Madras with a background in independent Linux (Debian) system administration, I approach AI training with a structural understanding of data quality. Furthermore, my five years as a full-time volunteer at ISKCON managing time-sensitive logistics instilled the accountability necessary to execute repetitive, highly detailed tasks under supervised autonomy.

Entry LevelEnglishHindi

Labeling Experience

Freelance Data Annotator (Bounty contract)

OtherImageRLHF
I contributed to the annotation of multimodal datasets including text, images, audio, and video for Reinforcement Learning Through Human Feedback (RLHF). My responsibilities included reviewing, labeling, and providing structured feedback to improve AI models. This role required strong attention to detail and adherence to annotation guidelines for diverse data types. • Annotated and reviewed images, text, audio, and video for RLHF tasks • Provided quality control and structured human feedback to refine AI systems • Collaborated remotely on platform-driven annotation tasks for Outlier.ai • Ensured annotation accuracy and consistency across all modalities

I contributed to the annotation of multimodal datasets including text, images, audio, and video for Reinforcement Learning Through Human Feedback (RLHF). My responsibilities included reviewing, labeling, and providing structured feedback to improve AI models. This role required strong attention to detail and adherence to annotation guidelines for diverse data types. • Annotated and reviewed images, text, audio, and video for RLHF tasks • Provided quality control and structured human feedback to refine AI systems • Collaborated remotely on platform-driven annotation tasks for Outlier.ai • Ensured annotation accuracy and consistency across all modalities

2026 - Present

Education

D

DAV College (Kanpur University)

Bachelor of Commerce, Commerce

Bachelor of Commerce
2013 - 2016
S

Swaraj India Public School

High School Diploma, Science, Technology, Engineering, and Mathematics, with Computer Science Electives

High School Diploma
2011 - 2013

Work History

I

ISKCON

Volunteer, Operations & Outreach

Kanpur
2016 - 2021
U

Unique Tutors Bureau

Private Tutor

Kanpur
2015 - 2016