Data Quality in the Agentic AI Era: Reliable Architectures, Java + AI, and Scalable Data Orchestration Kuldeep Singh hosts Abirami Sukumaran, Staff Developer Advocate at Google, who shares her two-decade journey from Infosys, IBM, and Citrix to Google, focused on data, analytics, Java, and databases. She highlights a key lesson from enterprise work: stand up for solutions you believe in while collaborating with stakeholders and aligning with user and business priorities. The discussion explores how data quality has become more critical in generative and agentic AI because systems influence decisions, while modern intelligent data platforms reduce the effort needed to achieve quality. Abirami explains enterprise challenges in connecting LLMs and agents to diverse, disparate data sources, emphasizing orchestration for performance, accuracy, and cost, plus security and privacy. She discusses Java’s evolving AI ecosystem, reliable agent architectures grounded in consolidated truth and semantic inference, and introduces Code Vipassana as an accessible hands-on learning initiative backed by Google.Time Stamps00:00 Highlights01:12 Show Welcome Intro01:28 Career Journey Highlights03:13 Conviction And Stakeholders07:58 Data Quality In GenAI10:44 Scaling LLM Data Stacks11:27 Orchestrating Diverse Data17:02 Java For Agentic Workflows21:56 Reliable Agent Architecture29:22 Code Vipassana Community34:50 Rapid Fire Round36:17 Wrap Up And ResourcesYouTube Channel: @techietalkswithkuldeep WhatsApp Channel: https://www.whatsapp.com/channel/0029Vb7Q4JHAjPXUt8hBgm2TLinkedIn: https://www.linkedin.com/company/techietalkswithkuldeepFacebook: https://www.facebook.com/profile.php?id=61574642927780Instagram: https://www.instagram.com/techietalkswithkuldeepFollow Abirami on LinkedIn: https://www.linkedin.com/in/abiramisukumaran/#ai #technology #machinelearning #database #datascience #softwareengineering #agenticai #techpodcast #techietalkswithkuldeep

SuperOwl COO Farah on Why Keywords Are Dead, Missed-Call Voice AI for India & Building Human-Centered TechIn this episode of Techie Talks with Kuldeep, host Kuldeep Singh interviews Mrs. Farah, co-founder and COO of SuperOwl, about her decade-plus entrepreneurial journey and the centrality of understanding customers. Farah recounts her 2008 work at Yahoo, including a provisional US patent around keyword trading, and contrasts keyword search then with today’s intent-driven systems that can choose and book services like a dentist appointment. She discusses her IISc research on intellectual property and early mobile payments, highlighting user trust barriers and technologies like NFC and USSD. Farah explains SuperOwl’s niche focus on missed calls for local businesses, the need for empathetic, low-latency, highly accurate voice AI, and India’s price sensitivity. She also shares her work on tactile children’s products like wooden blocks to balance gadget time, emphasizes empathy in tech, comments on women founders, and closes with lessons on ego, objections, and time management.Time Stamps00:00 Precaps01:24 Welcome And Guest Intro01:41 Entrepreneurship Lessons03:57 Yahoo Keywords To AI08:10 IISC Research And IP12:35 Engineering And Adoption17:11 Unit Economics In India20:10 Women In Deep Tech22:53 New Startup26:43 Human Empathy In AI29:31 Rapid Fire Round31:21 Closing ThoughtsYouTube Channel: @techietalkswithkuldeep WhatsApp Channel: https://www.whatsapp.com/channel/0029...LinkedIn: / techietalkswithkuldeep Facebook: https://www.facebook.com/profile.php?...Instagram: / techietalkswithkuldeep Follow Farah Ahmad on LinkedIn: / farah-ahmad-2a864939

Stop getting stuck in pilot projects. Learn how to scale your enterprise AI strategy beyond simple tests and into real value.Kuldeep Singh hosts Sandhya Gopalan, who shares many organizations treat AI like a science experiment, constantly stuck in the prototyping phase. We analyze why your machine learning operations are stalling and how to bridge the gap between initial tests and production-ready systems. It is not enough to have a working model if you cannot support it at scale.Moving past pilot projects requires a fundamental shift in how you analyze your cost, people, data, and technology. We discuss the necessary platform architecture to support sustainable growth and why Trusted AI is the missing piece for organizations trying to operationalize their efforts. If your team is running in place, this breakdown will help you reorient toward a strategy that actually works.Time stamps0:00 Highlights1:20 A Journey Through 21 Years of Tech5:48 Breaking Cultural and Architectural Barriers13:13 Avoiding Cloud Vendor Lock-in21:01 Operationalizing Trusted AI31:26 The Shift in DevOps Responsibilities38:19 Preventing Catastrophic AI Failures41:41 Closing remarksYouTube Channel: @techietalkswithkuldeep WhatsApp Channel: https://www.whatsapp.com/channel/0029...LinkedIn: / techietalkswithkuldeep Facebook: https://www.facebook.com/profile.php?...Instagram: / techietalkswithkuldeep Follow Sandhya Gopalan on LinkedIn: / sandhya-gopalan01

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