Ayush Rai

Key Skills

Software

Internal/Proprietary Tooling

Telus

Top Subject Matter

No subject matter listed

Top Data Types

Image

Text

Video

Top Task Types

Bounding Box

Emotion Recognition

Entity Ner Classification

Evaluation Rating

Prompt Response Writing SFT

Freelancer Overview

Detail‑oriented Data Annotation Specialist with 2+ years of experience creating high‑quality labeled datasets for AI and machine learning projects, especially in language and real estate domains. Strong track record of following complex guidelines, handling edge cases, and maintaining high accuracy and consistency across large‑volume tasks under tight deadlines. Skilled in quality review, feedback documentation, and collaborating with cross‑functional teams to continuously improve annotation guidelines and model performance

Labeling Experience

Zillow

TelusImageBounding BoxPolygon

Worked on a Zillow-style real estate vision project where each listing was processed as a single ticket in real time, converting raw property photos into structured spatial data. Identified room types from interior images, labeled them consistently, and used these annotations to help generate accurate 2D floor plans that reflected the layout and flow of the home. Collaborated within a human‑in‑the‑loop pipeline to handle multiple images per listing, maintain annotation quality, and ensure end-to-end turnaround per client listing under strict time and accuracy targets.

Worked on a Zillow-style real estate vision project where each listing was processed as a single ticket in real time, converting raw property photos into structured spatial data. Identified room types from interior images, labeled them consistently, and used these annotations to help generate accurate 2D floor plans that reflected the layout and flow of the home. Collaborated within a human‑in‑the‑loop pipeline to handle multiple images per listing, maintain annotation quality, and ensure end-to-end turnaround per client listing under strict time and accuracy targets.

2023 - 2025

Education

Work History