--- title: Subasini Periyakaruppan description: Subashini Karuppan is a visionary leader with over 20 years of experience in data governance, AI solutions, and digital transformation. She specializes in creating scalable, privacy-first data strategies that drive growth and innovation across education, financial services, and nonprofit sectors. image: https://subakaruppan.com/hubfs/hero%20(2).jpg --- [Skip to content](https://subakaruppan.com#main-content) [![Suba karuppan](https://subakaruppan.com/hs-fs/hubfs/S%20(4).png?width=75&height=75&name=S%20(4).png "Suba karuppan")](https://subakaruppan.com/?hsLang=en) - [Home](https://subakaruppan.com) - [About](https://subakaruppan.com/about-us) - Insights & Resources - [Speaking Engagements](https://subakaruppan.com/speaking-engagements) - [Frameworks and Strategy](https://subakaruppan.com/framework-and-strategy) - [Contact Us](https://subakaruppan.com/contact-us) - [Contact Now](https://subakaruppan.com/meetings/suba?uuid=48a6f0d4-fdc6-41a1-bd03-57fa7d99ab7e&hsLang=en) ![sk-banner image-1](https://subakaruppan.com/hs-fs/hubfs/sk-banner%20image-1.jpg?width=1920&height=700&name=sk-banner%20image-1.jpg "sk-banner image-1") [Contact Now](https://subakaruppan.com/meetings/suba?uuid=48a6f0d4-fdc6-41a1-bd03-57fa7d99ab7e&hsLang=en) ![sub_mobile banner](https://subakaruppan.com/hs-fs/hubfs/sub_mobile%20banner.jpg?width=980&height=980&name=sub_mobile%20banner.jpg "sub_mobile banner") [Contact Now](https://subakaruppan.com/meetings/suba?uuid=48a6f0d4-fdc6-41a1-bd03-57fa7d99ab7e&hsLang=en) ![Subhashini_Potraits - 20 (1)](https://subakaruppan.com/hs-fs/hubfs/Subhashini_Potraits%20-%2020%20(1).jpg?width=2000&name=Subhashini_Potraits%20-%2020%20(1).jpg) # Leading Innovation with Data and AI Visionary data leadership that turns complexity into clarity, empowering organizations with intelligent, scalable solutions that drive industry leadership. [Contact Now](https://subakaruppan.com/meetings/suba?uuid=48a6f0d4-fdc6-41a1-bd03-57fa7d99ab7e&hsLang=en) ## Empowering Change Through Metrics 4M+ Students impacted through data-driven platforms 800+ Colleges engaged across strategic initiatives 95% Data quality improvement in Tier-1 applications 86% Risk reduction through governance frameworks ## Worked With Trusted Names [![forbes_logo-removebg-preview](https://subakaruppan.com/hs-fs/hubfs/forbes_logo-removebg-preview.png?width=150&height=150&name=forbes_logo-removebg-preview.png "forbes_logo-removebg-preview")](https://subakaruppan.com/?hsLang=en) [![logo1-1](https://subakaruppan.com/hs-fs/hubfs/logo1-1.png?width=150&height=150&name=logo1-1.png "logo1-1")](https://subakaruppan.com/?hsLang=en) [![harvard_logo-removebg-preview](https://subakaruppan.com/hs-fs/hubfs/harvard_logo-removebg-preview.png?width=150&height=150&name=harvard_logo-removebg-preview.png "harvard_logo-removebg-preview")](https://subakaruppan.com/?hsLang=en) [![logo5](https://subakaruppan.com/hs-fs/hubfs/logo5.png?width=150&height=150&name=logo5.png "logo5")](https://subakaruppan.com/?hsLang=en) ## Worked with Trusted Names ![bio_logo-removebg-preview](https://subakaruppan.com/hs-fs/hubfs/bio_logo-removebg-preview.png?width=200&height=150&name=bio_logo-removebg-preview.png) ![unicef_logo__3_-removebg-preview](https://subakaruppan.com/hs-fs/hubfs/unicef_logo__3_-removebg-preview.png?width=200&height=150&name=unicef_logo__3_-removebg-preview.png) ![unicef_logo__2_-removebg-preview](https://subakaruppan.com/hs-fs/hubfs/unicef_logo__2_-removebg-preview.png?width=200&height=150&name=unicef_logo__2_-removebg-preview.png) ![unicef_logo-removebg-preview](https://subakaruppan.com/hs-fs/hubfs/unicef_logo-removebg-preview.png?width=200&height=150&name=unicef_logo-removebg-preview.png)   **VP Business Data Analytics and Solutions** Biotechnology Innovation Organization   **Advisory Board Member – Vision CIO CISO** *Quartz Network*   **HBR Advisory Council** *Harvard Business Review*   **Sr. Director Data & Analytics** *UNICEF USA* ![2_forbes-logo-removebg-preview-1](https://subakaruppan.com/hs-fs/hubfs/2_forbes-logo-removebg-preview-1.png?width=500&height=500&name=2_forbes-logo-removebg-preview-1.png) ![harvard logo-1](https://subakaruppan.com/hs-fs/hubfs/harvard%20logo-1.png?width=512&height=512&name=harvard%20logo-1.png) ![4_UNICEF-logo-removebg-preview-1](https://subakaruppan.com/hs-fs/hubfs/4_UNICEF-logo-removebg-preview-1.png?width=500&height=500&name=4_UNICEF-logo-removebg-preview-1.png) ## Frameworks Battle-tested frameworks crafted from real-world experience designed to drive effective data governance, AI success, and organizational transformation with clarity, agility, and measurable impact. ![SI-FRAMEWORK-1](https://subakaruppan.com/hubfs/SI-FRAMEWORK-1.png) ### Strategic Incrementalism A stealth governance approach that embeds change into existing workflows to overcome resistance. ![Untitled design (15)](https://subakaruppan.com/hubfs/Untitled%20design%20(15).png) Suba Karuppan ![SID-FRAMEWORK](https://subakaruppan.com/hubfs/SID-FRAMEWORK.png) ### SID Framework Aligns operations to strategy, transforming compliance into a competitive business advantage. ![Untitled design (15)](https://subakaruppan.com/hubfs/Untitled%20design%20(15).png) Suba Karuppan ![Framework (2)](https://subakaruppan.com/hubfs/Framework%20%20(2).png) ### BUD-AI Framework Ensures AI initiatives stay business-focused, delivering measurable value from vision to deployment. ![Untitled design (15)](https://subakaruppan.com/hubfs/Untitled%20design%20(15).png) Suba Karuppan [Explore More](https://subakaruppan.com/framework-and-strategy?hsLang=en) Add a button link here Add a button link here ## Overview With deep expertise in Data Strategy, AI Solutions, and Governance, Suba Karuppan designs and delivers actionable frameworks that help organizations solve their toughest data challenges, optimize performance, and unlock new opportunities. ![woman-6864640_640](https://f.hubspotusercontent20.net/hubfs/14487128/woman-6864640_640.jpg) ### Data Strategy Aligning data with business goals to unlock insights, drive value, fuel decisions, and growth. ![earth-5766860_640](https://f.hubspotusercontent20.net/hubfs/14487128/earth-5766860_640.png) Suba Karuppan ![woman-6864640_640](https://f.hubspotusercontent20.net/hubfs/14487128/woman-6864640_640.jpg) ### AI Solutions Deploying impactful AI systems that deliver automation, intelligence, and measurable business growth. ![earth-5766860_640](https://f.hubspotusercontent20.net/hubfs/14487128/earth-5766860_640.png) Suba Karuppan ![woman-6864640_640](https://f.hubspotusercontent20.net/hubfs/14487128/woman-6864640_640.jpg) ### Governance Ensuring trusted, compliant, and high-quality data through smart, integrated governance frameworks. ![earth-5766860_640](https://f.hubspotusercontent20.net/hubfs/14487128/earth-5766860_640.png) Suba Karuppan ![woman-6864640_640](https://f.hubspotusercontent20.net/hubfs/14487128/woman-6864640_640.jpg) ### Organizational Transformation Driving enterprise change with frameworks that align strategy, people, and technology for success. ![earth-5766860_640](https://f.hubspotusercontent20.net/hubfs/14487128/earth-5766860_640.png) Suba Karuppan EXPLORE MORE ## Publications ![Untitled design (11)](https://subakaruppan.com/hs-fs/hubfs/Untitled%20design%20(11).png?width=307&height=307&name=Untitled%20design%20(11).png) ### 1. The Good AI: Cultivating Excellence Through Data AI success begins with governance, ethics, and strategy to ensure real impact and excellence. ![cat-5781057_640](https://subakaruppan.com/hs-fs/hubfs/raw_assets/public/@marketplace/Juice_Tactics_Snacks/Quest/images/about-image-1.jpg?width=640&name=about-image-1.jpg) ### 2. Lorem ipsum Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. ![cat-5781057_640](https://subakaruppan.com/hs-fs/hubfs/raw_assets/public/@marketplace/Juice_Tactics_Snacks/Quest/images/about-image-1.jpg?width=640&name=about-image-1.jpg) ### 3. Lorem ipsum Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. ## Strategic Advisory Contributions Suba Karuppan serves on several prestigious advisory boards, leveraging over two decades of expertise in data strategy, AI, and digital transformation. As a **Forbes Technology Council Contributor**, she shares insights on AI governance and digital transformation with a global audience. In her role with the **Harvard Business Review Advisory Council**, she collaborates with thought leaders to shape discussions on business strategy and innovation. Additionally, Suba contributes to the **Visions CIO/CISO Advisory Board**, advising on emerging technologies and cybersecurity trends impacting enterprise IT. She is also a member of the **Visions Data & Analytics Advisory Board**, guiding data-driven strategies to enhance organizational performance and analytics capabilities. Through these roles, Suba Karuppan continues to influence the future of technology and business leadership. ![advisory boards](https://subakaruppan.com/hs-fs/hubfs/advisory%20boards.png?width=635&height=711&name=advisory%20boards.png "advisory boards") ## Strategic Advisory Contributions Suba Karuppan serves on several prestigious advisory boards, leveraging over two decades of expertise in data strategy, AI, and digital transformation. Through these roles, she continues to influence the future of technology and business leadership. ### Visions CIO/CISO Advisory Board Advises on emerging technologies and cybersecurity trends to help enterprises align IT strategy with business priorities. ### Visions Data & Analytics Advisory Board Guides data-driven strategies to improve organizational performance, analytics capabilities, and decision-making. ### Harvard Business Review Advisory Council Collaborates with industry leaders to shape discussions on business strategy, innovation, and emerging trends. ### Forbes Technology Council Shares insights on AI governance and digital transformation with a global audience, providing thought leadership backed by experience. ## Strategic Advisory Contributions Suba Karuppan serves on several prestigious advisory boards, leveraging over two decades of expertise in data strategy, AI, and digital transformation. Through these roles, she continues to influence the future of technology and business leadership. ![visions advisory board](https://subakaruppan.com/hubfs/visions%20advisory%20board.jpg) ### Visions CIO/CISO Advisory Board Advises on emerging technologies and cybersecurity trends to help enterprises align IT strategy with business priorities. ![visions 1advisory board](https://subakaruppan.com/hubfs/visions%201advisory%20board.jpg) ### Visions Data & Analytics Advisory Board Guides data-driven strategies to improve organizational performance, analytics, and decision-making. ![harvard advisory board](https://subakaruppan.com/hubfs/harvard%20advisory%20board.png) ### Harvard Business Review Advisory Council Collaborates with industry leaders to shape discussions on business strategy, innovation, and emerging trends. ![forbes advisory board](https://subakaruppan.com/hubfs/forbes%20advisory%20board.jpg) ### Forbes Technology Council Shares insights on AI governance and digital transformation with a global audience, providing thought leadership backed by experience. ![Suba Speaking - 3a -enh](https://subakaruppan.com/hs-fs/hubfs/Suba%20Speaking%20-%203a%20-enh.png?width=1440&height=1440&name=Suba%20Speaking%20-%203a%20-enh.png) Quote ### "My strength lies in viewing challenges as opportunities to redefine the status quo and achieve transformative results that defy expectations." Subasini Karuppan Vice President Business Data Analytics and Solutions # Speaking Engagements Suba Karuppan is a dynamic and insightful speaker who blends strategic clarity with deep expertise in data, AI, and leadership. She engages audiences through interactive, thought-provoking sessions that emphasize culture, intentional leadership, and real-world impact. Known for simplifying complexity and fostering collaborative learning, she is a sought-after voice in data strategy, analytics, governance, and transformation. [Explore Talks](https://subakaruppan.com/speaking-engagements?hsLang=en) ## Driving Leadership and Culture in Data & Technology Discover Suba Karuppan’s leadership and culture approach in data governance, AI solutions, and organizational transformation. She shares practical strategies for solving complex data challenges and building resilient, future-ready organizations and women leadership in data and technology. ### **Women Leadership in Data and Technology** Driving inclusive, purpose-led tech leadership. ### **Embedding Culture into Strategy** Building culture into every tech initiative. ### **Developing Resilient Data Teams** Empowering agile, high-impact tech teams. ## About Me  A visionary data and tech leader with 20+ years of driving business transformation. I create frameworks that blend strategy, governance, and innovation into measurable solutions. Known for building trust-driven cultures that empower teams and unlock organizational success. ![Suba Periyakaruppan_Headshot](https://subakaruppan.com/hs-fs/hubfs/Suba%20Periyakaruppan_Headshot.webp?width=1765&height=2000&name=Suba%20Periyakaruppan_Headshot.webp) ### Data Strategy Building data strategies that align with business goals, enabling insights and measurable results fast. ### AI Solutions Designing ethical, scalable AI systems that solve real problems and create long-term enterprise value. ### Data Governance Developing lean governance models that improve compliance, quality, and trust across all data operations. ### Organizational Transformation Embedding frameworks that align people, process, and tech to drive impactful business-wide change. ### Leadership & Culture Fostering high-performing, values-driven teams that innovate, adapt, and consistently exceed expectations. [Discover More](https://subakaruppan.com/about-us?hsLang=en) ## Achievements 12 Lorem ![venice-6944590_640](https://f.hubspotusercontent20.net/hubfs/14487128/Quest/venice-6944590_640.jpg) ### Data Governance Excellence Designed and implemented Lean, Effective Data Governance frameworks in collaboration with C-Suite executives. 12 Lorem ![venice-6944590_640](https://f.hubspotusercontent20.net/hubfs/14487128/Quest/venice-6944590_640.jpg) ### Transformative Team Leadership Built and led high-performing global teams of 40+ technology professionals, accelerating innovation and adoption. 12 Lorem ![venice-6944590_640](https://f.hubspotusercontent20.net/hubfs/14487128/Quest/venice-6944590_640.jpg) ### Artificial Intelligence Innovation Delivered a privacy-forward, secure data platform serving 4M+ users across 800+ institutions—completed in under 10 months. ## Publications Explore Suba Karuppan’s research on data, leadership, and ethical transformation. Her publications drive meaningful change across education and strategy systems. ![publication](https://subakaruppan.com/hubfs/publication.jpg) ### Beyond Data Access: Cracking the Code of True Data Enablement (Part 1) Suba Karuppan ![publication2](https://subakaruppan.com/hubfs/publication2.jpg) ### Beyond Data Access: Enabling the Data-Driven Journey (Part 2) Suba Karuppan ![publication3](https://subakaruppan.com/hubfs/publication3.jpg) ### External Data Strategy: From Vision to Vendor Selection (Part 1) Suba Karuppan explore more # Achievements ![achievements4 (1)](https://subakaruppan.com/hubfs/achievements4%20(1).jpg) ### Designed Scalable Governance Frameworks Created lean governance models aligned with goals and widely adopted. ![achievements3 (1)](https://subakaruppan.com/hubfs/achievements3%20(1).jpg) ### Delivered Secure Data Platform Launched a secure, privacy-first data platform for 4M+ users across 800+ institutions. ![achievements2 (1)](https://subakaruppan.com/hubfs/achievements2%20(1).jpg) ### Doubled User Adoption Achieved 2X user adoption within six months of launch by delivering intuitive UX, strong training. ![achievements1 (1)](https://subakaruppan.com/hubfs/achievements1%20(1).jpg) ### Led High-Performing Tech Teams Recruited and managed a diverse, skilled team of 40+ professionals. ![achievements5 (1)](https://subakaruppan.com/hubfs/achievements5%20(1).jpg) ### Improved Tier-1 Data Quality Created DQCP framework that increased Tier-1 application data quality by 95%. ![achievements6 (1)](https://subakaruppan.com/hubfs/achievements6%20(1).jpg) ### Architected AI Success Framework Developed the BUD-AI framework,AI implementations aligned with outcomes. # Achievements ![achievements-2 (1)](https://subakaruppan.com/hubfs/achievements-2%20(1).png) ![achievements-3-1](https://subakaruppan.com/hubfs/achievements-3-1.png) ![achievements-4-1](https://subakaruppan.com/hubfs/achievements-4-1.png) ![achievements-5-1](https://subakaruppan.com/hubfs/achievements-5-1.png) ![achievements-6-1](https://subakaruppan.com/hubfs/achievements-6-1.png) ## Achievements ![achievements1](https://subakaruppan.com/hs-fs/hubfs/achievements1.jpg?width=2000&name=achievements1.jpg) ### Designed Scalable Frameworks Created lean governance models aligned with goals and widely adopted. ![achievements2](https://subakaruppan.com/hs-fs/hubfs/achievements2.jpg?width=2000&name=achievements2.jpg) ### Delivered Secure Data Platform Launched a secure, privacy-first data platform for 4M+ users across 800+ institutions ![achievements3](https://subakaruppan.com/hs-fs/hubfs/achievements3.jpg?width=2000&name=achievements3.jpg) ### Doubled User Adoption Achieved 2X user adoption within six months of launch by delivering intuitive UX, strong training, and stakeholder support strategies. ![achievements4](https://subakaruppan.com/hs-fs/hubfs/achievements4.jpg?width=2000&name=achievements4.jpg) ### Led High-Performing Tech Teams Recruited and managed a diverse, skilled team of 40+ professionals, accelerating delivery of technology ![achievements5](https://subakaruppan.com/hs-fs/hubfs/achievements5.jpg?width=2000&name=achievements5.jpg) ### Improved Tier-1 Data Quality Created DQCP framework that increased Tier-1 application data quality by 95% ![achievements6](https://subakaruppan.com/hs-fs/hubfs/achievements6.jpg?width=2000&name=achievements6.jpg) ### Architected AI Success Framework Developed the BUD-AI framework, ensuring AI implementations aligned with strategic outcomes # Achievements ### Designed Scalable Governance Frameworks Created lean governance models aligned with goals and widely adopted. ### Delivered Secure Data Platform Launched a secure, privacy-first data platform for 4M+ users across 800+ institutions. ### Doubled User Adoption Achieved 2X user adoption within six months of launch by delivering intuitive UX, strong training. ### Led High-Performing Tech Teams Recruited and managed a diverse, skilled team of 40+ professionals. ### Improved Tier-1 Data Quality Created DQCP framework that increased Tier-1 application data quality by 95%. ### Architected AI Success Framework Developed the BUD-AI framework,AI implementations aligned with outcomes. ## Achivements 01 ### Designed Scalable Governance Frameworks Created lean governance models aligned with goals and widely adopted. 01 ### Delivered Secure Data Platform Launched a secure, privacy-first data platform for 4M+ users across 800+ institutions. 01 ### Doubled User Adoption Achieved 2X user adoption within six months of launch by delivering intuitive UX, strong training. 01 ### Led High-Performing Tech Teams Recruited and managed a diverse, skilled team of 40+ professionals. 01 ### Improved Tier-1 Data Quality Created DQCP framework that increased Tier-1 application data quality by 95%. 01 ### Architected AI Success Framework Developed the BUD-AI framework,AI implementations aligned with outcomes. BUTTON ## Featured Reads Insightful publications showcasing proven strategies in data governance, AI, and leadership offering practical guidance, real-world case studies, and transformative solutions for modern organizations. ### [![suba portrait (1)](https://subakaruppan.com/hubfs/suba%20portrait%20(1).jpg) Women in Data Strategy : Meet Subasini Periya karuppan Q&A series with female leaders in data featuring Suba ![Untitled design (15)](https://subakaruppan.com/hubfs/Untitled%20design%20(15).png) Suba Karuppan](https://www.dataversity.net/women-in-data-meet-unicef-usas-subasini-periyakaruppan/) ### [![COL01x-column-image-good-AI-edited (1)](https://subakaruppan.com/hubfs/COL01x-column-image-good-AI-edited%20(1).jpg) The Good AI: Cultivating Excellence Through Data The Good AI" explores how data-driven practices foster responsible, high-performing AI system ![Untitled design (15)](https://subakaruppan.com/hubfs/Untitled%20design%20(15).png) Suba Karuppan](https://www.dataversity.net/beyond-data-access-enabling-the-data-driven-journey-part-2/) ### [![blogs4](https://subakaruppan.com/hubfs/blogs4.jpg) External Data Strategy: From Vision to Vendor Selection-1 Guides you through building a strategic vision and choosing the right data vendors. ![Untitled design (15)](https://subakaruppan.com/hubfs/Untitled%20design%20(15).png) Suba Karuppan](https://www.dataversity.net/external-data-strategy-from-vision-to-vendor-selection-part-1/) ## Featured Reads Insightful publications showcasing proven strategies in data governance, AI, and leadership offering practical guidance, real-world case studies, and transformative solutions for modern organizations. ### Women in Data Strategy : Meet Subasini Periya karuppan Q&A series with female leaders in data featuring Suba [Read More](https://www.dataversity.net/women-in-data-meet-unicef-usas-subasini-periyakaruppan/) ### The Good AI: Cultivating Excellence Through Data The Good AI" explores how data-driven practices foster responsible, high-performing AI system [Read More](https://www.dataversity.net/beyond-data-access-enabling-the-data-driven-journey-part-2/) ### External Data Strategy: From Vision to Vendor Selection-1 Guides you through building a strategic vision and choosing the right data vendors.   [Read More](https://www.dataversity.net/external-data-strategy-from-vision-to-vendor-selection-part-1/) ##  Achievements ![sample2-removebg-preview](https://subakaruppan.com/hubfs/sample2-removebg-preview.png) ### Delivered Secure Data Platform Launched a secure, privacy-first data platform serving 4M+ users and 800+ institutions globally. ![sample2-removebg-preview](https://subakaruppan.com/hubfs/sample2-removebg-preview.png) ### Successfully Doubled User Adoption Growth Achieved 2X user adoption in six months through intuitive UX design and robust training programs. ![sample2-removebg-preview](https://subakaruppan.com/hubfs/sample2-removebg-preview.png) ### Improved Tier-1 Data Quality Built the DQCP framework, boosting Tier-1 application data quality standards by an impressive 95%. ![sample2-removebg-preview](https://subakaruppan.com/hubfs/sample2-removebg-preview.png) ### Architected AI Success Framework Developed BUD-AI framework ensuring AI solutions consistently aligned with business outcomes. ![sample2-removebg-preview](https://subakaruppan.com/hubfs/sample2-removebg-preview.png) ### Led High-Performing Tech Teams Recruited and effectively managed a diverse, talented team of 40+ professionals across domains. ![sample2-removebg-preview](https://subakaruppan.com/hubfs/sample2-removebg-preview.png) ### Designed Governance Frameworks Created lean governance models aligned with organizational goals, widely embraced across teams. ![sample2-removebg-preview](https://subakaruppan.com/hubfs/sample2-removebg-preview.png) ### [Forbes Tech Council Contributor](https://councils.forbes.com/profile/Subasini-Periyakaruppan-Vice-President-Data-Analytics-Biotechnology-Innovation-Organization/45266489-2f58-4a46-840d-9ce6f0ef1fd7) Contributed thought leadership on AI governance and digital transformation to a global audience. ## Featured Reads Insightful publications showcasing proven strategies in data governance, AI, and leadership offering practical guidance, real-world case studies, and transformative solutions for modern organizations. ![blog1](https://subakaruppan.com/hs-fs/hubfs/blog1.png?width=548&height=523&name=blog1.png) ### Expert Technology Insights Published on Forbes Showcasing articles and insights on technology and analytics published on Forbes [Read More](https://councils.forbes.com/profile/Subasini-Periyakaruppan-Vice-President-Data-Analytics-Biotechnology-Innovation-Organization/45266489-2f58-4a46-840d-9ce6f0ef1fd7) ![suba portrait (1)](https://subakaruppan.com/hs-fs/hubfs/suba%20portrait%20(1).webp?width=1909&height=2000&name=suba%20portrait%20(1).webp) ### Women in Data Strategy : Meet Subasini Periya karuppan Q&A series with female leaders in data featuring Suba [Read More](https://www.dataversity.net/women-in-data-meet-unicef-usas-subasini-periyakaruppan/) ![COL01x-column-image-good-AI-edited (1)](https://subakaruppan.com/hubfs/COL01x-column-image-good-AI-edited%20(1).jpg) ### The Good AI: Cultivating Excellence Through Data The Good AI" explores how data-driven practices foster responsible, high-performing AI system [Read More](https://tdan.com/author/subasini-periyakaruppan) ![blogs4](https://subakaruppan.com/hs-fs/hubfs/blogs4.jpg?width=2000&height=2000&name=blogs4.jpg) ### External Data Strategy: From Vision to Vendor Selection-1 Guides you through building a strategic vision and choosing the right data vendors. [Read More](https://www.dataversity.net/articles/external-data-strategy-from-vision-to-vendor-selection-part-1/) ## Recent Publications [Read more](https://subakaruppan.com/publications?hsLang=en) [![](https://subakaruppan.com/hubfs/publication3.jpg)](https://subakaruppan.com/publications/data-strategy?hsLang=en) - Aug 11, 2025 12:14:20 AM ### [External Data Strategy: From Vision to Vendor Selection (Part 1)](https://subakaruppan.com/publications/data-strategy?hsLang=en) [![](https://subakaruppan.com/hubfs/COL01x-column-image-good-AI-edited%20(1).jpg)](https://subakaruppan.com/publications/the-good-ai?hsLang=en) - Aug 11, 2025 12:11:35 AM ### [The Good AI: Cultivating Excellence Through Data](https://subakaruppan.com/publications/the-good-ai?hsLang=en) [![](https://subakaruppan.com/hubfs/Untitled%20design.jpg)](https://subakaruppan.com/publications/meet-subasini-periyakaruppan?hsLang=en) - Aug 11, 2025 12:08:34 AM ### [Women in Data: Meet Subasini Periyakaruppan](https://subakaruppan.com/publications/meet-subasini-periyakaruppan?hsLang=en) [![](https://subakaruppan.com/hubfs/publication.jpg)](https://subakaruppan.com/publications/beyond-data-access?hsLang=en) - Aug 11, 2025 12:05:14 AM ### [Beyond Data Access: Cracking the Code of True Data Enablement (Part 1)](https://subakaruppan.com/publications/beyond-data-access?hsLang=en) ## Testimonials ![testimonial image2](https://subakaruppan.com/hubfs/testimonial%20image2.png) Suba consistently exceeded expectations she is detail-oriented, proactive, and an exceptional team player. I highly recommend her. Michael Gebreselassiee Procurement Director, NTT Ltd. ![testimonial image2](https://subakaruppan.com/hubfs/testimonial%20image2.png) Amazing speaker. She was really interactive with the attendees allowing them to speak for themselves. It was also an incredibly informative session. DGIQ Spring 2025 Anaheim CA. ![testimonial image2](https://subakaruppan.com/hubfs/testimonial%20image2.png)   Fantastic session. I'd like to see this be a half day workshop. DGIQ Spring 2025 Anaheim CA. ![testimonial image2](https://subakaruppan.com/hubfs/testimonial%20image2.png) “A rising tide lifts all boats," and Suba is that tide. Being in her company ensures positive growth. Suba works incredibly hard herself but even harder for the success of colleagues and friends around her. She recognizes talent, grooms you where you are strong, and challenges you intellectually. 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