Rishwajeet Singh

Rishwajeet Singh is a content strategist and creative technologist who has spent his career inside the Indian creator economy — building the strategy, scripts, and production systems behind some of its biggest shows. He founded Machine House Media, the AI-native content studio that builds and runs content systems for creators including Ankur Warikoo, Masoom Minawala, Astro Arun Pandit, The KariGhars, Freedom With AI, Avinash Mada, Scaler, Rocket Health, and Indian Silicon Valley.

Work with him on a creative challenge or the full content operation. Rishwajeet leads strategy, writing direction, production, packaging and the AI systems that connect the work. His team at The Breakout Company provides the capacity for end-to-end content production. He founded Machine House and co-founded Breakout; they are distinct businesses connected by his work.

The June 2026 career record reports 100M+ views across client work, three Apple Best Podcast recognitions for shows he helped build, and 15M+ audience managed. He studied entrepreneurship and media at Ashoka University (magna cum laude) and ran his first YouTube show while still enrolled. Machine House Media Private Limited was incorporated on 11 February 2026 (CIN U70200MP2026PTC082003), formalizing a practice years in the making.

Out of Ashoka, Rishwajeet joined wariCrew — Ankur Warikoo's content operation — and became Chief of Staff and Content Operations Manager: a 13-person team, seven partners, and the full pipeline behind an ecosystem that grew from 9M to 13M followers in his two years there. He launched Money Matters end to end — 58 episodes, episodes consistently hitting 200K–500K views, 20M+ views during his run.

Then the show's biggest bottleneck — thousands of guest applications reviewed by hand every week — needed fixing. He built an AI pipeline in four days that cut the work from days to under 60 minutes. Ankur looked at what he'd made and said: "This work is a great fit for you. Your current job is not. You should quit."

So he did. He moved to Bengaluru, spent months going deep on AI, and started building for other creators — Masoom Minawala's show from scratch (70K→140K subscribers, Apple India's Best Podcast of 2025), Indian Silicon Valley, The KariGhars, Freedom With AI, Astro Arun Pandit. In February 2026 that practice became Machine House Media.

Rishwajeet reads the content alongside its numbers: topic, guest type, hook, click-through, retention, subscriber response and comments. The aim is a better creative decision. For Roshan Kotla, 443 comments revealed a direction for the next essays. For Masoom, a 12-dimension model brings guest and topic analysis into the production. For Scaler, a review of the actual released slate sharpens what to write next.

On where the line sits, from his own writing: "Taste is the rarest thing in the room now that everything else is free" — AI can render fifty options in a minute; knowing which one to bet on is the job. And on the work itself: "You can't scale taste by explaining it. You have to make the thing first."

He stays involved in titles and thumbnails, including the choices tested after a video is ready. A real three-way title test on one video — same content, three titles — swung watch-time share by seven points; the winning call was a single word. He described that decision in his essay about the ₹15 lakh video.

WiredIN with Saanand Warrier · Episode 37

Rishwajeet appeared on Saanand Warrier’s podcast for a conversation about YouTube strategy, creator careers, AI channels and building an audience. Published June 2, 2026, the episode introduces him as a YouTube strategist and links to Machine House.

Listen to the WiredIN conversation ↗

On running the work: why agencies miss deadlines and the Tuesday report from his time at Ankur Warikoo. For the craft behind a release, follow the complete research-to-script example and its editor handoff.

Read all of Rishwajeet’s essays ↗

Elsewhere: Rishwajeet’s personal website, Rishwajeet Singh on LinkedIn, @rjrazzle on X, and Machine House Media on LinkedIn.