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Sherin Joseph Roy's avatar

Sherin Joseph Roy

@SherinJosephRoy
Bengaluru, Karnataka, India
@Sherin

Co-Founder at DeepMost AI. Building computer vision systems for physical safety and autonomous vehicles. Currently working on Orvex, a real-time perception stack tested on Indian roads.

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  • SherinSEF

What I’m Building

I build intelligent systems that blend AI, automation, and design to solve real problems. Every product I work on is an experiment in how technology can think with people — not just for them.

  • Orvex
    Pre-revenue2024 - present

    Real-time multi-camera perception system built for Indian urban roads. Runs 4 simultaneous camera feeds with object detection, persistent tracking, per-object distance and Time to Collision, collision warnings, and scene analysis at 15ms latency. No cloud dependency, fully local inference. Built as the perception foundation for a ground-up autonomous vehicle program on a 200 EV fleet in Bangalore.

  • SEF
    Pre-revenue | Ideation stageIn Development

    Safety today is reactive—you call, you wait, you hope. SEF (Safety Ecosystem Framework) is building an ambient safety network that connects people, vehicles, buildings, and city systems to predict risks, prevent harm, and coordinate faster response.

Articles

  • The Next Era of AI: Systems That Think With Us, Not For Us
  • I Fired Our “Star Employee” and Revenue Increased 40%. Here’s What I Learned About Toxic High Performers.

Recent activity

  • PostedI built a self-driving perception system in India with no team, no funding, and no clean roads. Here is what actually happened.2026-03-22
  • PostedHow I got my first 100 waitlist signups in 48 hours (No Ads)2025-11-26
  • PostedBuilt a Lightweight AutoML Tool That Runs on Any Laptop2025-11-20
  • PostedMade an AI coding assistant that runs on your machine (open source)2025-11-12
  • PostedThe Enterprise AI Reality Check: $2.3M Spent, $0 ROI2025-11-10
  • PostedEnterprise AI Isn’t About Bigger Models — It’s About Smarter Context2025-11-05
  • Commented onMost founders don’t fail because of their product — they fail because they stop believing when it’s quiet.2025-11-02
  • Commented onMost founders don’t fail because of their product — they fail because they stop believing when it’s quiet.2025-11-02
  • PostedMost founders don’t fail because of their product — they fail because they stop believing when it’s quiet.2025-10-31
  • Commented onAI Turned My $0 Idea into $10K/Month in 45 Days – No Code, Just This One Trick2025-10-31
  • Commented onAI Turned My $0 Idea into $10K/Month in 45 Days – No Code, Just This One Trick2025-10-31
  • Commented onAI Turned My $0 Idea into $10K/Month in 45 Days – No Code, Just This One Trick2025-10-31
  • Commented onAI Turned My $0 Idea into $10K/Month in 45 Days – No Code, Just This One Trick2025-10-31
  • Commented onAI Turned My $0 Idea into $10K/Month in 45 Days – No Code, Just This One Trick2025-10-31
  • Commented onAI Turned My $0 Idea into $10K/Month in 45 Days – No Code, Just This One Trick2025-10-31
  • PostedAI Turned My $0 Idea into $10K/Month in 45 Days – No Code, Just This One Trick2025-10-24
  • PostedAI Won't Kill Your Business. But the Way You're Adopting It Might.2025-10-16
  • PostedI spent 6 months solving the wrong problem. Here's how I finally figured it out.2025-10-13
  • Commented onIncreasing your practice surface area2025-10-13
  • Commented onThe Subtle Way Goals Turn into Expectations (and How I’m Trying to Stop It)2025-10-13

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