Summary
Overview
Work History
Education
Timeline
AWARDS AND ACHIEVEMENTS
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Radhika J

Senior ML Data Associate

Summary

Dynamic Senior Associate with a proven track record at Amazon Consumer Robotics, excelling in team leadership and performance monitoring. Expert in machine learning data annotation, driving operational improvements that enhanced quality and efficiency. Adept at mentoring teams and managing stakeholder expectations, ensuring high standards in project execution and compliance.

Overview

10
10
years of professional experience

Work History

Senior Associate

Amazon Consumer Robotics
11.2018 - Current
  • PROFESSIONAL EXPERIENCE

Senior Machine Learning Data Associate (October' 22 - Present) Amazon Development center, Chennai.

  • Working as a Team leader for 12 members team, managing their performance against the business standards and providing feedback by conducting one on one regularly. Participating in requirement gathering and requirement analysis with senior managers and stakeholders. Having regular connect with the clients to bridge the gap between the process and the requirements. Generating metrics reports across the teams to capture individual performance in all the aspects. Tracking process accuracy to maintain high standards in quality. Responsible for providing support for data collection team, preparing reports and where appropriate pushing back & realigning expectations to multiple stakeholders. Managing CAPA for the quality issues and Root Cause Analysis and contribute to write correction of error (COE). Proactively identify the defects in the process and suggest solutions to prevent the defects. Training and mentoring the process associates on different annotation processes based on the requirement. Executing process-wide priority projects to improve operations performance in association with the project managers.
  • Worked in multiple process poc(point of contact) within a team (process - HAR, Obstacle detection, Generic objects,NTT)


Machine Learning Data Associate (Nov'18 – Jun'22) Amazon Development center, Chennai.


Used internal software tools for annotating images, text, videos, audio and labeling for building the artificial intelligence algorithm of home robot. Audited the annotations performed by the annotators to meet the high standard in annotation quality and to enhance the algorithm performance. Have 4.5 years of hands-on experience on Bounding box annotation, pixel level annotation(segmentation), labeling/tag annotation etc. Drive operational improvements which resulted in saving time and improved quality work. Created SOP for various processes based on the process guidelines given by the stakeholders.


Process Analyst

Tata Consultancy Services
12.2015 - 05.2017

· Support Supervisor I performing her routine and special functions smoothly.

· Keep track of data with regards to H1B visa application and renewal for TCS employees outside India.

· Generating reports on Employee information on daily, weekly and monthly basis.

· Handling escalations and responses from Clients.

Maintaining and collecting required Documents for Compliances with respect to Countries

Education

Bachelor of Engineering - Electronics And Communications Engineering

Veltech Engineering College, Anna University
Chennai, India
04.2001 -

Timeline

Senior Associate

Amazon Consumer Robotics
11.2018 - Current

Process Analyst

Tata Consultancy Services
12.2015 - 05.2017

Bachelor of Engineering - Electronics And Communications Engineering

Veltech Engineering College, Anna University
04.2001 -

AWARDS AND ACHIEVEMENTS

Led a Yellow Belt Six Sigma project approved by the project manager to optimize idle prompt duration in Star Scream's GO annotation process; reduced idle time from 5 to 3 minutes based on in-depth data analysis, improving productivity tracking, saving 1 FTE/day, and enhancing process efficiency—successfully implemented across production.


· Over All 7 times I have been rewarded as a Star Performer of the month Award and also have been rewarded as a Quarter batch Champion During Q1 2022 .

Radhika JSenior ML Data Associate