Data-driven Future: AI, Engineering, and Continuous Learning

Charlie Apigian has a surprising confession: “I have never in my life taken a coding class.” Yet this self-taught data scientist has dedicated his career to sharing all he’s learned about this rapidly-evolving field with collegiate students and is now leading cutting-edge data and AI projects.

In the latest episode of Stories from the Hackery, we explore data and AI with Charlie Apigian, a respected figure in Nashville's tech community whose career spans academia, data science, and community engagement. From his roots in Detroit to becoming an educator and consultant in Nashville, Charlie’s love of learning and dedication to innovation and teaching has shaped his path in academia and led to the founding of his consulting company, Data Inspire. "The ability to learn new things and adapt is key in this new AI world," Charlie tells us, emphasizing how experience and an endless curiosity drive his work forward.

Bridging Academia and Industry

Charlie's teaching endeavors began at Middle Tennessee State University and most recently at Belmont University, where he notably established data science institutes and nurtured connections between students and the local tech community. His dedication to integrating students into real-world tech engagements continues through his consulting work where he brings eager graduates into impactful projects.

He shares a particularly rewarding collaboration with an NSS alumnus, Matt Novotny. Charlie was looking for a front-end developer when he met Matt at the Data Science Nashville meetup. "Matt [had] no tech experience before NSS, but his determination and talent have been instrumental in our projects," Charlie shares. We love hearing stories like this!

Embracing AI and the Future of Technology

Charlie's insights into the rapidly evolving AI landscape paint a picture of optimism and innovation. For his company Data Inspire, AI has dramatically accelerated project timelines and expanded what they can offer clients. Projects that “should have taken 12 to 16 weeks, we're finishing them in four [weeks]. He emphasizes that teamwork remains essential to handle complex, fast-moving technological changes.

"AI is not going to take your job. You're going to take your job," Charlie emphasizes, advocating for a proactive approach to learning and adapting in the face of technological advancements. This mindset is pivotal as the tech industry continues to evolve, particularly with the integration of AI technologies.

Why Charlie Calls Data Engineering "The Best New Entry into Technology"

Charlie's consulting team brings together a diverse range of skills to tackle data challenges. The team is structured with key roles that include software developers like Matt, data scientists, and data engineers. Each role is integral to delivering actionable insights to their clients.

Of particular importance is the role of data engineering, which Charlie regards as a critical component in today's tech landscape. Data engineers on his team are responsible for organizing and maintaining data infrastructure, enabling seamless integration with AI tools. "Without good data engineering, your answers are not reliable," Charlie notes, highlighting the indispensable nature of this role in navigating complex data environments.

Building Community in Nashville

Beyond his professional achievements, Charlie is passionate about fostering a vibrant tech community in Nashville. His belief in the strength of community resonates throughout his endeavors as an academic leader, data and AI strategist, and co-organizer of Data Science Nashville. It’s a powerful reminder of the potential impact one individual can have in shaping a community and influencing future generations of tech innovators.

For those interested in learning more from industry leaders like Charlie Apigian, tune into the Stories from the Hackery podcast below, on Soundcloud, or wherever you listen to podcasts and explore the dynamic world of Nashville's tech scene.

Ready to embark on your own journey to becoming a data scientist? Nashville Software School’s Data Science Bootcamp can get you there. Applications for the Fall 2025 cohort open in April.