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I

Iswarya Vi

ML Associate

INDIA flag
chennai, India
$6.00/hrEntry LevelDon T Disclose

Key Skills

Software

Don't disclose

Top Subject Matter

E-commerce AI/Customer Experience
Security/Surveillance AI

Top Data Types

TextText
VideoVideo

Top Task Types

Classification
Polygon

Freelancer Overview

ML Associate (CXQO). Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Engineering, KLN College of Engineering (2014). AI-training focus includes data types such as Text and Video and labeling workflows including Classification and Polygon.

Entry LevelEnglish

Labeling Experience

ML Associate (Ring)

VideoPolygon
As an ML Associate for Amazon Ring, I performed 2D video annotation and prepared input data for AI training. My annotations supported the development and fine-tuning of AI object detection systems in security and surveillance applications. The role emphasized precision and timely delivery per evolving client requirements. • Achieved weekly and monthly accuracy and volume targets. • Executed labeling tasks according to strict quality assurance protocols. • Used internal Amazon annotation and tracking tools for all project work. • Rapidly incorporated client feedback on labeling standards and practices.

As an ML Associate for Amazon Ring, I performed 2D video annotation and prepared input data for AI training. My annotations supported the development and fine-tuning of AI object detection systems in security and surveillance applications. The role emphasized precision and timely delivery per evolving client requirements. • Achieved weekly and monthly accuracy and volume targets. • Executed labeling tasks according to strict quality assurance protocols. • Used internal Amazon annotation and tracking tools for all project work. • Rapidly incorporated client feedback on labeling standards and practices.

2024 - Present

ML Associate (CXQO)

TextClassification
As an ML Associate for Amazon CXQO, I provided input data to train artificial intelligence systems using available information. I ensured that inputs matched the quality standards and met specified labeling targets. My work contributed directly to the accuracy and improvement of Amazon's machine learning models. • Met weekly and monthly productivity targets set by the client. • Collaborated within a team environment to optimize throughput and quality. • Utilized proprietary or internal toolsets developed by Amazon for data annotation. • Adapted to frequent updates on annotation guidelines.

As an ML Associate for Amazon CXQO, I provided input data to train artificial intelligence systems using available information. I ensured that inputs matched the quality standards and met specified labeling targets. My work contributed directly to the accuracy and improvement of Amazon's machine learning models. • Met weekly and monthly productivity targets set by the client. • Collaborated within a team environment to optimize throughput and quality. • Utilized proprietary or internal toolsets developed by Amazon for data annotation. • Adapted to frequent updates on annotation guidelines.

2022 - 2024

Education

K

KLN College of Engineering

Bachelor of Engineering, Electronics and Communication Engineering

Bachelor of Engineering
2010 - 2014

Work History

M

MM Solution

Backend Support

Madurai
2014 - 2017