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Information Technology - AI & Automation (NEW)
(Platinum Winner)

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#TBA03970

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PO Created Date

2025-01-16 03:42:53

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2025-01-16 03:43:36

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2025

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Entry ID

TBE104357

Entry Submission Date

2025-01-16 03:24:09

Member's Name

Srimaan Yarram

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srimaan.yarram@gmail.com

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Information Technology

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IT25003 - AI & Automation (NEW)

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Project Description

Project Description for Judges

Question 1 : Provide a brief description / background of your nominated organizational, departmental, team, or individual circumstance. (Your response to this question will be used for public display if your entry is awarded.)

Srimaan Yarram, a distinguished Senior Engineering Manager at Coupa Software, has over 19 years of expertise in driving transformative innovation in AI and Automation. Renowned for his ability to deliver scalable and future-proof solutions, Srimaan has consistently redefined enterprise automation, integrating Artificial Intelligence (AI), Machine Learning (ML), and Natural Language Processing (NLP) to address complex challenges in compliance intelligence, supplier risk management, and enterprise workflows.

At Coupa, Srimaan leads the engineering efforts behind the Risk and Performance Management (RPMA) platform, a solution recognized as a leader in Third-Party Risk Management (TPRM) by IDC MarketScape. His visionary leadership has driven critical advancements in automation, enabling Coupa to become a trusted partner for organizations navigating dynamic regulatory environments and global supply chain complexities.

Through his innovative strategies, Srimaan has delivered measurable outcomes that have elevated Coupa’s technological capabilities:

80% reduction in manual testing efforts through AI-powered self-healing automation frameworks.
40% improvement in test stability, ensuring seamless system performance.
35% acceleration in software release cycles, optimizing time-to-market for mission-critical platforms.
Srimaan’s expertise goes beyond technical execution. He is a thought leader in AI-driven automation, having contributed to the development of industry best practices. His work has garnered recognition from Gartner, Forrester, and other global analysts, solidifying Coupa’s reputation as an innovation powerhouse.

In addition to his technical achievements, Srimaan excels in people leadership. He has built and mentored high-performing global teams, fostering a culture of innovation, collaboration, and technical excellence. His ability to inspire teams to adopt cutting-edge technologies while aligning with business objectives has been instrumental in achieving Coupa’s strategic goals.

With a track record of delivering high-impact solutions across top-tier organizations such as LogMeIn, LendingClub, PegaSystems, Yahoo, and Oracle, Srimaan exemplifies the perfect blend of visionary leadership and technical prowess. His relentless pursuit of excellence in AI and Automation continues to set new benchmarks, making him a standout innovator in the field.

Question 2 : Outline your nominated organizational, departmental, team, or individual achievements, dated 1-3 years prior, based on your selected categories.

Over the past three years, Srimaan Yarram, Senior Engineering Manager at Coupa Software, has achieved unparalleled success in AI and Automation, delivering innovative solutions that have transformed enterprise workflows, compliance management, and risk assessment frameworks. His exceptional achievements have set new benchmarks for operational excellence, scalability, and innovation.

Key Achievements (2020–2023)
AI-Driven Self-Healing Automation Framework
Designed an AI-powered self-healing test automation framework that proactively detects and resolves flaky tests, increasing automation coverage to 85% and reducing test failures by 40%.
Streamlined CI/CD pipelines, reducing test execution time by 35%, accelerating software delivery, and enabling zero-downtime deployments.
Significance: This framework redefined automation reliability for mission-critical platforms, ensuring system stability and faster time-to-market.
AI-Powered Compliance&Risk Management
Developed an AI-driven risk-based testing model for Coupa’s Third-Party Risk Management (TPRM) workflows, automating compliance validation and reducing risks.
Implemented WCAG 3.0-compliant automated accessibility testing, reducing manual efforts by 60%, ensuring inclusivity, and streamlining regulatory approvals by 50%.
Significance: These advancements positioned Coupa as a trusted leader in risk management and compliance automation, recognized by IDC MarketScape.
NLP-Driven Real-Time Search Optimization
Integrated AI, Machine Learning (ML), and Natural Language Processing (NLP) algorithms into procurement workflows, achieving a 40% improvement in search accuracy and a 35% reduction in response times.
Enhanced multilingual supplier discovery across global datasets, ensuring seamless procurement decisions.
Significance: This innovation optimized global supply chain operations, improving decision-making and user experience.
Intelligent Data Simulation Frameworks
Designed synthetic data frameworks, eliminating dependency on production data while achieving 100% coverage of test workflows.
Reduced post-deployment defects by 45%, ensuring system reliability and scalability under high workloads.
Significance: This framework ensured robust system validation while mitigating compliance risks.
Thought Leadership and Industry Recognition
Srimaan actively contributed to global AI and Automation best practices, leading to Coupa’s recognition for supply chain visibility and enterprise reliability. His leadership has helped Coupa secure multiple prestigious industry awards.
Why These Achievements Stand Out
Scalability: Enabled rapid scaling of automation solutions across complex enterprise environments.
Innovation: Introduced transformative frameworks and models that redefine operational efficiency.
Global Impact: Enhanced supplier risk management and compliance for multinational organizations.

Question 3 : Provide examples of the strategies / plans you have introduced, in order to attain your nominated organizational, departmental, team, or individual achievements. Explain why the highlighted achievements are significant / unique.

Over the past 3years, Srimaan Yarram, Senior Engineering Manager at Coupa Software, has introduced transformative strategies and plans that leverage AI, Machine Learning (ML), and Automation to achieve exceptional results. His visionary approach has revolutionized enterprise automation, risk management, and compliance frameworks, setting new benchmarks for innovation and operational excellence.
Key Strategies&Their Impact
AI-Driven Self-Healing Automation
Strategy:Developed an AI-powered self-healing test automation framework to proactively identify and resolve flaky tests, improving automation coverage to 85% and reducing failures 40%.
Execution:Integrated this framework into CI/CD pipelines, reducing test execution time by 35% and enabling faster, zero-downtime software releases.
Impact:Enhanced system reliability and operational efficiency for mission-critical platforms.
 https://www.coupa.com/newsroom/coupa-launches-new-ai-driven-automations-help-businesses-drive
AI-Powered Compliance and Risk Management
Strategy:Designed an AI-driven risk-based testing model for supplier workflows, automating compliance validation and fraud detection.
Execution:Implemented WCAG 3.0-compliant automated accessibility testing, reducing manual efforts by 60% and regulatory validation time by 50%.
Impact:Improved compliance accuracy and positioned Coupa as a trusted leader in risk management.
 https://get.coupa.com/rs/950-OLU-185/images/22-Coupa-TPRM-Datasheet.pdf
NLP-Driven Real-Time Search Optimization
Strategy:Enhanced procurement workflows with AI, ML, and NLP-powered algorithms for multilingual supplier discovery.
Execution:Increased search accuracy by 40% and reduced response times by 35% across global datasets.
Impact:Streamlined global supply chain operations, improving procurement decisions.
 https://www.coupa.com/newsroom/coupa-rolls-out-ai-driven-features-to-simplify-business-operations
Intelligent Data Simulation Frameworks
Strategy:Designed synthetic data frameworks, eliminating reliance on production data while achieving 100% coverage for enterprise-scale testing.
Execution:Reduced post-deployment defects by 45%, ensuring system reliability under high workloads.
Impact: Enabled robust testing while mitigating compliance risks.
https://www.opkey.com/blog/everything-you-need-to-know-about-test-automation-for-coupa
Thought Leadership and Industry Impact
Strategy: Actively contributed to global AI and Automation best practices through thought leadership and mentoring.
Execution: Helped Coupa secure multiple awards, including recognition for supply chain visibility and enterprise reliability.
Impact: Strengthened Coupa’s industry position as a leader in automation and innovation.
 https://www.coupa.com/company/awards
 Srimaan’s strategies enabled rapid scaling of automation solutions across global platforms, ensuring robust performance under high workloads.
Innovation:His cutting-edge AI-powered frameworks redefined operational efficiency, driving faster and more reliable workflows.
Global Impact: These solutions enhanced compliance, risk management, and supplier workflows for multinational organizations, ensuring both operational excellence and customer satisfaction.

Optional Context for Judges (Not for publication. This section is solely for judges' evaluation.)

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https://www.coupa.com/newsroom/coupa-launches-new-ai-driven-automations-help-businesses-drive	No	Display
https://www.coupa.com/company/awards/	No	Display
https://www.coupa.com/newsroom/coupa-rolls-out-ai-driven-features-to-simplify-business-operations	No	Display
https://www.opkey.com/blog/everything-you-need-to-know-about-test-automation-for-coupa	No	Display

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