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Talk Beginner

From Non-Coder to Product Builder Using Open Source AI Tools

Proposal status is Rejected
Session Description

Modern AI tooling and open-source ecosystems are rapidly changing how people approach software development and product building. Today, individuals without traditional software engineering backgrounds can prototype ideas, create interfaces, and launch functional MVPs using AI-assisted workflows and open-source technologies.

This session explores how beginners, students, and aspiring builders can leverage open-source AI tools to accelerate frontend development, improve productivity, and move from idea to execution faster.

The talk will focus on practical workflows including:

  • AI-assisted frontend creation

  • Prompt-driven UI development

  • Using open-source AI ecosystems for rapid prototyping

  • Combining no-code thinking with modern developer tools

  • Practical limitations and risks of AI-generated code

  • Real-world experimentation from hackathons, workshops, and student communities

Rather than positioning AI as a replacement for developers, this session explores how open-source AI tools can help people learn faster, prototype better, and become more confident builders.

The session is designed to be practical, beginner-friendly, and focused on real implementation workflows instead of hype-driven discussions.

Key Takeaways

  • Understanding how open-source AI tools can assist product building

  • Practical workflows for AI-assisted frontend creation

  • How beginners can start building MVPs faster

  • Challenges and limitations of AI-generated code

  • Open-source tools and ecosystems worth exploring

  • Real-world insights from hackathons and community learning environments

References

https://www.linkedin.com/posts/arpangohe_uniquecollegebhopal-internshipprogram-personalbranding-activity-7313411176405606400-mqhy?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAADEsaa0BYgqkXOD0S5NTs_6jBKtHEBmel3A
https://www.linkedin.com/posts/arpangohe_ive-taught-coding-and-dbms-at-5-government-activity-7387369480613507073-g_wa?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAADEsaa0BYgqkXOD0S5NTs_6jBKtHEBmel3A
https://www.linkedin.com/posts/arpangohe_so-i-taught-html-to-40-kids-in-betul-whove-activity-7388443080607203328-EuSz?utm_source=social_share_send&utm_medium=member_desktop_web&rcm=ACoAADEsaa0BYgqkXOD0S5NTs_6jBKtHEBmel3A

Session Categories

Community
Engineering practice - productivity, debugging

Speakers

Arpan Gohe
Arpan Gohe Founder & Digital Marketer and Growth Strategist | TechRooot Technology

I’m Arpan Gohe, a community-driven AI and technology enthusiast passionate about helping students and early-stage builders explore modern product development using AI-assisted workflows and open-source tools.

I’m the founder of TechRooot Technology, where I’ve conducted workshops, hackathons, and learning sessions around AI, frontend development, and emerging technologies for students and aspiring professionals. My work focuses on making technology more accessible for beginners through practical experimentation and AI-powered workflows.

I actively engage with student tech communities and enjoy sharing real-world insights on how individuals without traditional coding backgrounds can start building products using open-source ecosystems and modern AI tools.

https://linkedin.com/in/arpangohe