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PO#
#TBA03970
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PO Created Date
2025-01-16 03:42:53
Paid Date
2025-01-16 03:43:36
Competition
2025
Season
1
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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View Entry Info
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.
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