81 - Hardik Parikh: Shaping the Future: How Messy, Ethical Data Powers Next-Gen AI

A task Jim Spignardo’s team had put off for years, tagging thousands of SharePoint documents, took about half a day and $80 in AI credits. But Spignardo says automating the cleanup doesn’t erase the need to fix the process that let the files go untagged.In this episode of AI & Data Driven Leadership, your host Dean Guida talks with ProArch’s cloud strategy director about choosing AI projects with measurable impact, preparing messy company data, and setting practical safeguards against “shadow AI.” They also explore which decisions should stay human, and why a beautifully AI-planned anniversary trip may still miss the point.Check out Jim's work HERE.Connect with Jim on LinkedIn HERE.Think you'd be a great guest on the show? Apply HERE.

In this episode of the Data-Driven Leadership Podcast, your host Dean Guida speaks with Hardik Parikh, SVP and Co-Founder of Shaip.Hardik explains why high-quality, ethically sourced, domain-specific data is critical for reliable AI, warning that "garbage in, garbage out." He discusses the limits of synthetic data, the complexity of fine-tuning models using human expert feedback, and the growing challenges of autonomous AI agents. Hardik also raises concerns about data privacy, recursive self-improvement risks, and AI deception. He closes with leadership insights, emphasizing focus, iterative deployment, and the irreplaceable value of human judgment in AI development.Check out Hardik's work at Shaip HERE.Connect with Hardik on LinkedIn HERE.Think you'd be a great guest on the show? Apply HERE.

In this episode, your host Dean Guida interviews Burak Karakan, co-founder and CEO of Bruin, an open-source AI-powered data platform.Burak shares how his experience at HelloFresh exposed fundamental inefficiencies in the modern data stack, inspiring him to build Bruin. He explains how Bruin evolved from a human-focused productivity tool into an AI data team, discussing topics like handling AI's probabilistic nature, data security, autonomous versus human-supervised decision-making, and the future of leaner data teams. The episode concludes with a lightning round covering Burak's founder philosophy and practical advice for data-driven organizations.Check out Burak's work at Bruin HERE.Connect with Burak on LinkedIn HERE.Think you'd be a great guest on the show? Apply HERE.

In this episode, your host Dean Guida interviews Christine Zmuda, co-founder of Magnet Labs, who brings 30 years of experience from Microsoft, Yammer, and ExxonMobil.Christine discusses how her neuroscience-backed frameworks help leaders navigate AI-driven workplace transformation by developing distinctly human qualities like creativity, compassion, and discernment. Key topics include managing cognitive clutter, reducing decision debt, balancing speed with strategic thinking, and preserving human judgment in AI-assisted decisions. Christine emphasizes that vulnerability, accountability, and critical thinking become more valuable as AI advances, and shares practical tools for building high-performing, resilient teams.Check out Christine's work at Magnet Labs HERE.Connect with Christine on LinkedIn HERE.Think you'd be a great guest on the show? Apply HERE.

In this episode, your host Dean Guida and Michael Privat, Chief Data Engineering Officer at Availity and author of High Performing Teams, discuss engineering leadership and AI's role in software development.Michael shares insights on building high-performing teams through clarity, simplicity, and strong ownership. He explores how AI can transform engineering productivity when used thoughtfully, warns against adding complexity to solve human bottlenecks, and emphasizes domain knowledge as essential for effective AI collaboration. Michael also highlights the importance of measuring team agility, reducing unnecessary work, and maintaining deterministic systems for critical tasks, particularly in healthcare.Check out Michael's work at Availity HERE.Connect with Michael on LinkedIn HERE.Think you'd be a great guest on the show? Apply HERE.

In this episode of the AI Data Driven Leadership podcast, host Dean Guida interviews Rami Khoury, founder and CEO of auxi, an AI-powered productivity platform for professional presentations.Rami shares his eight-year journey building a bootstrapped company serving management consulting firms and investment banks. He explains how auxi evolved from a PowerPoint plugin into an AI-integrated platform, introducing Darwin, a conversational agent that automates slide creation. The conversation covers AI's impact on consulting workflows, the challenge of the "last 20%" in presentation quality, and why emotional intelligence remains irreplaceable despite rapid AI advancement.Check out Rami's work at auxi HERE.Connect with Rami on LinkedIn HERE.Think you'd be a great guest on the show? Apply HERE.

In this episode of the AI and Data Driven Leadership podcast, your host Dean Guida speaks with Ryan Frederick, founder and CEO of Transform Labs, about how companies can extract real business value from AI.Ryan emphasizes that AI adoption should be measured purely by financial ROI, not vanity metrics. He discusses the shift from AI tools to autonomous agent networks, the need to redesign workflows rather than simply layering AI onto existing processes, and the concept of "sovereign AI." Ryan also shares insights on founder psychology, category creation, and predicts that thousands of AI agents will soon operate inside businesses at unprecedented scale.Check out Ryan's work at Transform Labs HERE.Connect with Ryan on LinkedIn HERE.Think you'd be a great guest on the show? Apply HERE.

In this episode of the AI & Data Driven Leadership podcast, your host Dean Guida speaks with Billy Wilkinson, CEO of Threshold, a digital marketing agency.Billy shares insights on transitioning from executive to entrepreneur, scaling businesses, and leveraging AI. He discusses his ventures, including a prop-tech startup called Agency AI, and investments in HVAC companies. Key topics include the importance of data-driven decision-making, hiring the right leadership, and balancing AI automation with human connection. Billy emphasizes that adaptability is the most critical skill for leaders navigating today's rapidly evolving, AI-driven business landscape.Check out Billy's work at Threshold HERE.Connect with Billy on LinkedIn HERE.Think you'd be a great guest on the show? Apply HERE.

In this episode, your host Dean Guida interviews Ricardo Arcia, CEO and Co-Founder of Teravision Technologies, a 200-engineer software firm with 25 years of experience.Ricardo shares his entrepreneurial journey, from early ventures in Venezuela to navigating political instability and technological change. The conversation focuses on AI's transformative impact on software development, including challenges like siloed productivity gains and team misalignment. Ricardo introduces his "AI-powered teams" framework and "Team Zero" concept, emphasizing that successful AI adoption is fundamentally a leadership challenge. He also discusses his book, The Cognitive Leader, offering practical guidance for technology leaders navigating AI-driven transformation.Check out Ricardo's work at Teravision Technologies HERE.Connect with Ricardo on LinkedIn HERE.Check out Ricardo's book, The Cognitive Leader: How to Drive Strategic AI Transformation in Software Development, HERE. Think you'd be a great guest on the show? Apply HERE.

In this episode, host Dean Guida interviews Konstantin Klyagin, Founder of Redwerk and a software developer with 21 years of experience running two agencies.Konstantin shares insights on AI's transformative impact on software development, emphasizing that while AI dramatically boosts productivity, it also amplifies mistakes, making discipline and quality assurance essential. He discusses the risks of vibe coding, the evolving role of developers as AI-guided architects, and the importance of testing AI systems thoroughly. Konstantin concludes that AI is underhyped, junior developers face replacement, and critical thinking remains the most valuable skill in the AI era.Check out Konstantin's work at Redwerk HERE.Connect with Konstantin on LinkedIn HERE.Think you'd be a great guest on the show? Apply HERE.