Name: Towards AI Legal Name: Towards AI, Inc. Description: Towards AI is the world's leading artificial intelligence (AI) and technology publication. Read by thought-leaders and decision-makers around the world. Phone Number: +1-650-246-9381 Email: pub@towardsai.net
228 Park Avenue South New York, NY 10003 United States
Website: Publisher: https://towardsai.net/#publisher Diversity Policy: https://towardsai.net/about Ethics Policy: https://towardsai.net/about Masthead: https://towardsai.net/about
Name: Towards AI Legal Name: Towards AI, Inc. Description: Towards AI is the world's leading artificial intelligence (AI) and technology publication. Founders: Roberto Iriondo, , Job Title: Co-founder and Advisor Works for: Towards AI, Inc. Follow Roberto: X, LinkedIn, GitHub, Google Scholar, Towards AI Profile, Medium, ML@CMU, FreeCodeCamp, Crunchbase, Bloomberg, Roberto Iriondo, Generative AI Lab, Generative AI Lab VeloxTrend Ultrarix Capital Partners Denis Piffaretti, Job Title: Co-founder Works for: Towards AI, Inc. Louie Peters, Job Title: Co-founder Works for: Towards AI, Inc. Louis-François Bouchard, Job Title: Co-founder Works for: Towards AI, Inc. Cover:
Towards AI Cover
Logo:
Towards AI Logo
Areas Served: Worldwide Alternate Name: Towards AI, Inc. Alternate Name: Towards AI Co. Alternate Name: towards ai Alternate Name: towardsai Alternate Name: towards.ai Alternate Name: tai Alternate Name: toward ai Alternate Name: toward.ai Alternate Name: Towards AI, Inc. Alternate Name: towardsai.net Alternate Name: pub.towardsai.net
5 stars – based on 497 reviews

Frequently Used, Contextual References

TODO: Remember to copy unique IDs whenever it needs used. i.e., URL: 304b2e42315e

Resources

Our 15 AI experts built the most comprehensive, practical, 90+ lesson courses to master AI Engineering - we have pathways for any experience at Towards AI Academy. Cohorts still open - use COHORT10 for 10% off.

Publication

I Built an AI to Rescue My Voice — After a Presentation Nearly Broke Me
Artificial Intelligence   Latest   Machine Learning

I Built an AI to Rescue My Voice — After a Presentation Nearly Broke Me

Last Updated on April 15, 2025 by Editorial Team

Author(s): Mukundan Sankar

Originally published on Towards AI.

A reset, a sticky note, and the surprising rebuild that followedI Built an AI to Rescue My Voice — After a Presentation Nearly Broke MeImage generated using ChatGPT by the Author

I hate giving presentations! If you aren’t an extrovert, you may be able to relate. It started this Monday. Just as usual, I opened my work laptop, coffee in front of me, and silence to prep me for the week ahead. Just the previous night (yes, I did work Sunday night), I was working on a very complex Python script—one that was important for our team. I was writing code and preparing for it to be run on Monday.

So, I ran that Python script I’d written the night before—the one I’d tested three times—but this time? Nothing.

No output. No error. Just… stillness.

I checked the logs—they were empty. I restarted the kernel—nothing. The console looked back at me like it didn’t know who I was anymore.

And maybe it didn’t. Because that morning, it didn’t feel like something was off, just because of a broken Python script. A Jupyter notebook that doesn’t work. It was about something more profound. Something I hadn’t let myself feel for months.

We don’t talk about it often — what happens when the magic fades? Not the coding magic. The other kind. The spark that makes you want to create.

I used to… Read the full blog for free on Medium.

Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep up to date with the latest developments in AI. From research to projects and ideas. If you are building an AI startup, an AI-related product, or a service, we invite you to consider becoming a sponsor.

Published via Towards AI


Take our 90+ lesson From Beginner to Advanced LLM Developer Certification: From choosing a project to deploying a working product this is the most comprehensive and practical LLM course out there!

Towards AI has published Building LLMs for Production—our 470+ page guide to mastering LLMs with practical projects and expert insights!


Discover Your Dream AI Career at Towards AI Jobs

Towards AI has built a jobs board tailored specifically to Machine Learning and Data Science Jobs and Skills. Our software searches for live AI jobs each hour, labels and categorises them and makes them easily searchable. Explore over 40,000 live jobs today with Towards AI Jobs!

Note: Content contains the views of the contributing authors and not Towards AI.