Hardik Goel — From Data Engineering to AI Systems

Sun, 04 Oct 2026 23:42:07 +0000

🎥 DEV SPOTLIGHT

Featuring: Hardik Goel • Developer

Developer Spotlight: Hardik Goel — From Data Engineering to AI Systems

Real developers. Real journeys. Real conversations.

In this Developer Spotlight, Tom Smith sits down with Hardik Goel for a conversation about his journey through software engineering, data engineering, machine learning and AI.

They explore how the role of developers is changing in the age of AI, what it takes to build reliable AI systems, and why engineering fundamentals still matter as AI becomes increasingly involved in software development.

Watch the Developer Spotlight

Watch the full conversation with Hardik above.

In this conversation, Hardik shares his experiences, perspectives and lessons from working across different generations of technology — from data engineering and machine learning to today's AI and agentic systems.

In This Conversation

Hardik's journey from software engineering to AI
Moving from data engineering into AI systems
How AI is changing the developer workflow
Agentic AI and reliable AI systems
Evaluation, observability and guardrails
The changing role of software developers
Human judgment in an AI-driven world
Lessons from years of working with technology

Meet Hardik Goel

Hardik Goel is a technology professional whose experience spans backend engineering, QA, Big Data, data engineering, machine learning and AI systems.

His work and writing explore AI-assisted development, agentic AI, Responsible AI and the engineering practices needed to build reliable systems.

Meet the Host: Tom Smith

The conversation is hosted by Tom Smith, a technology writer and AI/LLM specialist who regularly speaks with technology professionals about the tools and ideas shaping software development.

About Developer Spotlight

Developer Spotlight is part of CoderLegion Developer Stories — a series featuring developers, engineers, founders and builders sharing their journeys, projects, experiences and perspectives on technology.

The format is intentionally conversational. The goal isn't simply to talk about technology, but to get to know the person behind the work.

Guest: Hardik Goel
Host: Tom Smith
Format: Developer Spotlight / Video Discussion

Explore more Developer Stories:

https://coderlegion.com/dev-stories

Developer Spotlight: Steve Fenton - His Developer Journey

Mon, 21 Sep 2026 22:34:27 +0000

Developer Spotlight: Steve Fenton — His Developer Journey

Real developers. Real journeys. Real conversations. In this Developer Spotlight, Tom Smith sits down with Steve Fenton for a relaxed conversation about his journey in software development, his experiences in technology, and the ideas and lessons that have shaped his career.

A conversation with Steve Fenton about his journey in software development, his experiences, ideas and lessons learned along the way.

CoderLegion is continuing its new format for Developer Stories — Video Discussion Stories.

Instead of presenting a developer's journey as a written Q&A, this format gives the community a chance to hear directly from developers through relaxed video conversations.

For this Developer Spotlight, Tom Smith sits down with Steve Fenton for a conversation about Steve's journey in technology, his experiences as a software professional, and the perspectives he has developed throughout his career.

Watch the Developer Spotlight

Watch the full conversation with Steve Fenton in the video above.

The conversation gives the CoderLegion community an opportunity to get to know Steve beyond his written posts, professional work and technical contributions.

Meet Steve Fenton

Steve Fenton is a software engineering professional, author and programming architect based in the UK.

He describes himself as a pragmatist, abstractionist and generalizing-generalist, with a broad interest in software development and technology.

Steve is also an Octonaut at Octopus Deploy and has been an active member of the developer community, sharing his experience and perspectives on software development.

A Conversation About the Developer Journey

In this Developer Spotlight, Tom and Steve have a relaxed conversation about Steve's experience in software development and the journey that has shaped his work and perspective.

Rather than treating the conversation like a formal technical interview, the format is designed to let the discussion develop naturally around the person behind the technology.

The conversation gives viewers a chance to hear Steve discuss his experiences, ideas, work and perspectives in his own words.

One of the things that makes these conversations different from a written interview is the opportunity to hear directly from the person behind the developer profile.

Meet the Host: Tom Smith

The conversation is hosted by Tom Smith, a technology writer and AI/LLM specialist who has spent years interviewing technology professionals and writing about the tools and technologies shaping software development.

Tom has conducted thousands of interviews with technology professionals and brings that experience to the Developer Spotlight format.

His approach is conversational rather than formal — giving the guest room to explain their experiences, projects and ideas naturally.

Why We're Starting Video Discussion Stories

Written Developer Stories are a great way to learn about someone's journey.

But video creates a different kind of connection.

You can hear how someone explains an idea, see their personality, and get a better sense of the person behind the profile, projects and articles.

That's what we're hoping to build with Video Discussion Stories.

The format is intentionally relaxed.

There is no requirement for the conversation to feel like a podcast or a formal interview. The goal is simply to give developers an opportunity to talk about their journey, their work and the things they have learned along the way.

Developer Spotlight at CoderLegion

Developer Spotlight is part of CoderLegion's growing Developer Stories initiative.

We're interested in conversations with developers, engineers, technical founders, creators and technology professionals about topics such as:

Developer journeys
Interesting projects
Open source
AI and emerging technologies
Building products
Entrepreneurship
Career experiences
Lessons learned
Challenges developers face
The future of technology

Some conversations may focus heavily on technical work.

Others may explore a product, startup, career journey, open-source project or an interesting idea someone is working on.

The common thread is the person behind the technology.

Want to Take Part?

Would you like to appear in a future CoderLegion Developer Spotlight?

Or perhaps you would like to host a conversation with another developer?

We're looking for developers and community members who would like to participate in future conversations.

If you would like to be interviewed or host an interview, get in touch with the CoderLegion team.

There is no fixed topic or rigid format. Conversations can focus on your developer journey, projects, products, launches, leadership, entrepreneurship, technical experience or anything interesting you're currently building or exploring.

About Steve

Steve Fenton is a software engineering professional, author and programming architect based in the UK.

He is an Octonaut at Octopus Deploy and describes himself as a pragmatist, abstractionist and generalizing-generalist.

Steve regularly writes and shares his perspectives on software development, engineering practices and the changing technology landscape.

About Tom

Tom Smith is a technology writer and communication strategist who focuses on making technology useful and understandable for developers, engineers and technical professionals.

He has conducted thousands of technology interviews and writes about AI, developer tooling, cybersecurity and emerging technologies.

CoderLegion Developer Stories

Developer Stories is a CoderLegion initiative highlighting the people behind the technology — their journeys, projects, experiences, challenges and ideas.

With Video Discussion Stories, we're expanding that format from written interviews into conversations that let developers share their stories directly.

Hosted by Tom Smith
Guest: Steve Fenton
Format: Developer Spotlight / Video Discussion
Published by CoderLegion

Want to be featured in a future Developer Spotlight? Contact the CoderLegion team.

Coder Legion - Recent posts tagged developerspotlight

Hardik Goel — From Data Engineering to AI Systems

Developer Spotlight: Hardik Goel — From Data Engineering to AI Systems

Watch the Developer Spotlight

In This Conversation

Meet Hardik Goel

Meet the Host: Tom Smith

About Developer Spotlight

Developer Spotlight: Steve Fenton - His Developer Journey

Developer Spotlight: Steve Fenton — His Developer Journey

Watch the Developer Spotlight

Meet Steve Fenton

A Conversation About the Developer Journey

Meet the Host: Tom Smith

Why We're Starting Video Discussion Stories

Developer Spotlight at CoderLegion

Want to Take Part?

About Steve

About Tom

CoderLegion Developer Stories