This is a submission for the 2025 Hacktoberfest Writing Challenge: Open Source Reflections
“Hackathons build projects. Open source builds people.” 💡
Hey everyone 👋 I’m Sanjay Kumar Sah, and this Hacktoberfest was more than just a coding challenge — it was a journey of growth, collaboration, and community.
I started with a small idea from a hackathon project, and ended up becoming a Super Contributor with 6 merged PRs, open-source growth, and even the official Hacktoberfest T-shirt! 🎽
Here’s the story 👇
🌱 The Beginning: Humanizing AI Text
It all began with the Humanizing AI Text Hackathon, organized by Hackathon Raptors.
My goal was simple but exciting:
Make AI-generated text feel more human — natural, emotional, and contextual.
The result?
My project Humanize-AI was born.
And guess what — it ranked 3rd place! 🥉
That recognition gave me the push to take it further — beyond the hackathon and into the open-source world.
🚀 Turning a Hackathon Project into an Open-Source Repo
After the hackathon, I decided to open-source Humanize-AI so others could contribute, improve, and learn from it.
The response was incredible:
⭐ 26 stars
🍴 19 forks
💬 and real collaboration from developers around the world.
It was the first time I saw how powerful open source can be — how a small idea can grow when shared publicly.
Open source isn’t just about publishing your code — it’s about building a community around your ideas.
🤝 From Contributor → Collaborator
This year, I also became an official contributor at NexGenStudioDev.
But instead of just submitting PRs, I started doing code reviews — and that changed everything.
Reviewing others’ code helped me:
- Understand new perspectives 👀
- Learn clean coding practices 💡
- Communicate better as a developer 🧠
Writing code makes you a contributor.
Reviewing code makes you a collaborator.
If you’ve never reviewed a PR before, I highly recommend it.
It’s the fastest way to level up your technical and communication skills.
🏁 The Finish Line: Super Contributor Badge
Completing 6 pull requests this Hacktoberfest earned me the Super Contributor Badge 🏅 — and the classic Hacktoberfest T-shirt 🎽 (the best kind of swag 😄).
But beyond the badge and T-shirt, what I really earned was:
- Confidence to contribute anywhere 💪
- Deeper respect for maintainers 🛠️
- And lifelong connections in the developer community 🌐
📚 What I Learned Along the Way
Here are my top takeaways from this journey:
Start small.
You don’t need a huge project — even a simple idea can inspire others.Open-source early.
Don’t wait for perfection. Share your work and invite collaboration.Review more.
Reviewing others’ code teaches you more than writing your own.Engage with the community.
Hacktoberfest is about people, not just pull requests.Celebrate progress.
Every PR, every merge, every star — it all counts. 🎉
💬 What’s Next?
I plan to keep improving Humanize-AI with new features and better humanization techniques for AI-generated text.
If you’re interested in NLP, prompt engineering, or AI communication — I’d love to collaborate!
👉 Check it out here: github.com/sanjaysah101/humanize-ai
And if you’re preparing for Hacktoberfest 2026, here’s my advice:
Don’t just aim to complete PRs — aim to connect, learn, and give back.
🫶 Thanks to the Community
A huge shoutout to:
- @NexGenStudioDev team
- Hackathon Raptors organizers for Humanizing AI Text
- Every contributor who starred, forked, or opened an issue
You all made this journey memorable.
🏆 TL;DR – My Hacktoberfest 2025 in Numbers
| Category | Highlights |
|---|---|
| Hackathon | Humanizing AI Text (Ranked 3rd 🥉) |
| Repo | 26+⭐ + 19+🍴 |
| Contributions | 6+ PRs merged |
| Roles | Contributor + Reviewer |
| Rewards | Super Contributor Badge 🏅 + Official T-shirt 🎽 |
💌 Final Thoughts
Hacktoberfest isn’t just a celebration of code — it’s a celebration of collaboration.
If you’ve ever hesitated to start, remember:
“The best time to contribute to open source was yesterday. The next best time is today.”
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