Dan N.

Key Skills

Software

Don't disclose

Top Subject Matter

Audio and multimedia annotation for ML/computer vision and LLM/RLHF support

Video and multimedia annotation for computer vision and RLHF-aligned training

Image and multimedia annotation for ML/computer vision model training and evaluation

Top Data Types

Audio

Video

Image

Text

Document

Top Task Types

Transcription

Action Recognition

Classification

RLHF

Freelancer Overview

Atomic Action Labeler / AI Data Annotator — Atlas AI (Remote). Professional background includes roles such as Accounting / Finance Professional. Core strengths include Atlas AI and Don't disclose. Education includes Chartered Accountant, ICAN and Bachelor’s Degree, N/A. AI-training focus includes data types such as Audio, Video, and Image and labeling workflows including Transcription, Action Recognition, and Classification.

Labeling Experience

AI Data Annotator / Human-in-the-Loop AI Contributor (Atlas AI / Remote)

Don't discloseTextRLHF

Provided human-in-the-loop support for AI training by producing structured annotations and feedback to improve model behavior. Supported reinforcement learning from human feedback (RLHF) alignment workflows by emphasizing clarity and observable evidence. Performed data quality review and fact-checking to ensure guideline-compliant outputs for downstream training. • Produced structured feedback used in model improvement cycles • Performed quality assurance via validation of factual accuracy and consistency • Ensured annotation outputs met annotation guidelines and policy requirements • Supported AI output evaluation for training dataset reliability

Present

Atomic Action Labeler / AI Data Annotator — Atlas AI (Remote)

ImageClassification

Annotated image datasets to enable downstream machine learning and computer vision tasks. Completed object-related labeling tasks using precise, guideline-compliant annotation practices. Reviewed and validated image annotations to ensure factual accuracy, consistency, and adherence to project policies. • Applied image labeling for object and related visual targets • Delivered structured annotations for human-in-the-loop training and feedback loops • Verified outputs for clarity, evidence, and policy compliance • Maintained high-quality results across large-scale annotation work

Present

Atomic Action Labeler / AI Data Annotator — Atlas AI (Remote)

VideoAction Recognition

Labeled video datasets to support machine learning and computer vision model development. Performed atomic action labeling with high precision while strictly following detailed project instructions. Contributed to human-in-the-loop AI training by providing structured annotations and feedback used for iterative model improvement. • Conducted atomic action labeling for observable events in video data • Supported AI model alignment workflows consistent with RLHF principles • Performed factual accuracy and guideline compliance validation on outputs • Sustained high productivity and quality across ongoing remote tasks

Present

Atomic Action Labeler / AI Data Annotator — Atlas AI (Remote)

AudioTranscription

Annotated audio datasets to support machine learning and reinforcement learning from human feedback workflows. Ensured each transcription and labeling output followed detailed project guidelines and quality standards. Reviewed and validated audio annotations for factual accuracy, consistency, and compliance with policy requirements. • Labeled audio content with high precision using established guidelines • Provided structured annotations and feedback for human-in-the-loop model training • Checked outputs for clarity, observability, and alignment with RLHF principles • Maintained quality and productivity across large-scale annotation tasks

Present

Education

Work History