Gayathri Sivakumar

CTO

Bellevue, Washington, United States14 yrs 6 mos experience
Most Likely To SwitchHighly Stable

Key Highlights

  • Led AI/ML initiatives for Amazon Freight.
  • Achieved 90% automation in claims processing.
  • Transformed API product suite into microservices architecture.
Stackforce AI infers this person is a SaaS and Logistics expert with strong capabilities in AI/ML and performance optimization.

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Skills

Core Skills

Ai/mlMlopsTeam ManagementAgile Project ManagementApi DevelopmentPerformance TestingAutomation

Other Skills

Agile TestingAmazon DynamoDBAmazon Web Services (AWS)Career DevelopmentCoachingConflict ManagementDistributed SystemsElasticSearchGraphDBJavaLeadershipMentoringMicroservicesMySQLNoSQL

Experience

Amazon

2 roles

Sr. Software Development Manager

Promoted

Apr 2022Present · 3 yrs 11 mos

  • Part of a mission to build a $10B freight business called ‘Amazon Freight’, I lead a cohort of teams focused on cost reduction and revenue management for Amazon Freight through accurate cost/price prediction and optimize path planning for freight movement. We collaborate with research scientists to build foundational AI/ML models to ascertain costs and prices, resulting in the filing of a patent for a 'state-of-the-art' pricing model. We optimize model deployment by incorporating best practices in MLOps. Additionally, we are working to optimize path planning and reduce cost per load, while also building cutting-edge technologies to map the network and manage it.
AI/MLMLOpsPerformance ManagementSoftware DesignAmazon Web Services (AWS)

SDM

May 2019Apr 2022 · 2 yrs 11 mos

  • I managed the Post Purchase Experience team in 'Amazon Shipping', responsible for:
  • Billing and Payments – providing a reliable, extensible, and consistent billing-and-payments experience for our customers, generating >XX invoices with more than XXM+ transactions.
  • Shipper Relations – providing self-service capabilities and enabling faster resolution of shipper queries and contacts, eliminating the need for shippers to contact customer service.
  • Onboarding and Account Management – onboarding shippers, managing their profiles and accounts, evaluating and tracking shipper performance, and providing insights to sales and account management to make relationship decisions based on performance.
  • I also worked on many interesting problems, one of which involved automating the processing of claims. My team succeeded in significantly improving the automation rate from 10% to 90%, resulting in savings of XX$.".
Team ManagementAgile Project ManagementPerformance ManagementSoftware Design

Insideview, inc

2 roles

Engineering Manager

Nov 2016Apr 2019 · 2 yrs 5 mos

  • Led end-to-end development of API product suite, collaborating with stakeholders, defining contracts, and driving GTM. Transformed search system into microservices architecture, enhancing performance and scalability. Orchestrated feature enhancements, emphasizing automation and performance optimization. Implemented agile project management, ensuring alignment with priorities and customer commitments. Built and mentored high-performing teams, fostering growth and skill development.
API DevelopmentAgile Project ManagementSoftware Design

Lead SDET/Performance Engineer

Sep 2011Nov 2016 · 5 yrs 2 mos

  • As the lead performance engineer, I devised performance test strategies for multiple products across the organization by understanding system architecture and user behavior patterns. I identified performance bottlenecks and provided remediation plans by analyzing thread dumps and heap dumps. Additionally, in my role as a lead test engineer, I automated testing of complex features using white box testing techniques.
Performance TestingAutomationSoftware Design

Education

Madras Institute of Technology Campus

BE — Computer Science

Jan 2004Jan 2008

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