Result driven & team focused Project Management Professional with total experience of ~9 years. A diverse team player with Creative Thinking & Analytical skills with experience in leading multiple projects & teams worldwide.
Overview
9
9
years of professional experience
4
4
years of post-secondary education
Work History
Team Manager
Amazon India
Chennai
04.2020 - Current
Managed day-to-day operations comprising of ~35 ML Data associates including planning of resources, assigning tasks, quality control, tracking progress for service delivery and resolving issues
Program managed ASR (Automatic speech recognition) for Amazon Echo & Fire TV devices across APAC region (Project initiation, planning, development and performance management resulting in increase in device speech recognition accuracy from 85% to 92%)
Program managed Wake Word Automation for Amazon Echo & Fire TV devices across APAC region (Project owner, planning, development and performance management resulting in improving device accuracy to 98% success rate)
Program managed ML Data associate efficiency improvement program across IND site by identifying non-productive contribution leakage and identifying grey areas from data analysis
Communicated effectively within team and cross relationship customers (WFM, CPM, QA,IT etc.) file and track tickets and following up on blocks to productivity
Designed scorecard framework for ML data associates and quality YTD dashboards for stakeholder reporting
Identify and help implement process-related improvement using methodologies such as kaizen, six sigma, or lean
Addressed and resolved technical and operational concerns by working with team members and stakeholders
Coached team members on productivity strategies to accomplish challenging goals.
Interacted with customers and clients to identify business needs and requirements and interact with project stakeholders on regular basis to assess progress and make adjustments.
Driving several employee relations programs for Inclusion & Diversity, Fun Committee, Annual Bash, Site Support Squad, etc.
Supported hiring and training of new associates
ML Team Lead
Amazon India
Chennai
01.2019 - 04.2020
Developed dashboards for metrics and KPI's and OKR's to be presented to group of Stakeholders from UK, US, CA
Streamlined feedback mechanism by creating internal audit team in MAA and HYD
Increased productivity by 35% for operations team, introducing new feature and simplifying steps taken to process data
Developed and implemented blind pass auditing quality framework for audit team and bridged knowledge gap for labeling data sets
Analyzed and Implemented auto labeling mechanism for annotating 50+ words, resulting in 6 head count saving
Implemented quality framework to declassify which resulted in improving data quality from 91% to 96%
Trained 50+ full-time employees (FTEs) on wake word project, consistently achieving efficiency and quality targets
Successfully narrowed productivity gap from 11% to 5% across team of 60 employees.
ML Data Associate II
Amazon India
Chennai
10.2017 - 01.2019
Mentored and coached junior team members, conducting regular assessments to identify knowledge and skill gaps
Orchestrated monthly staff meetings, introduce process improvements, and align team with shifting business priorities
Conducted in-depth analyses of friction rate in AI models within Indian market of Advanced interest queries from 25% to 75%
Spearheaded pivotal project for Alexa Local Information, achieving significant 9% reduction in AI response failure rates
Oversaw team performance metrics, conducting evaluations and managing under-performers with appropriate measures.
ML Data Associate I
Amazon India
Chennai
02.2015 - 10.2017
Meets business metrics and goals, i.e., SLA, production, and quality targets
Follows SOP/guidelines or manager's instructions and ensures output is quality compliant
Contributes to project improvement and operational excellence ideas, as applicable
Responsible for giving timely responses to stakeholders on related tasks with guidance, i.e., as per SOP and defined SLA
Analyzes data and evaluate trends/ patterns and recommend generic pattern to be translated into rules
Troubleshooting issues related to process and conduct root cause analysis.
Education
BE Information Technology - Information Technology