ISO 27001 Experience You're scaling, enterprise clients are asking for security questionnaires, your team doubled, someone's laptop got stolen, and you realize your "security policy" is a Google Doc from 2022 nobody reads. Sound familiar? The Right Time to Do It Don't do it pre-PMF. Do it when: You have paying enterprise customers who actually ask for it Your team is 15-30+ people and processes are breaking You're handling sensitive data (manufacturing defects, customer IP, e

Startup Python Bundle In the dynamic environment of an early-stage startup, the Chief Technology Officer (CTO) must make strategic decisions to ensure rapid development, scalability, and customer satisfaction. Python, renowned for its simplicity and extensive ecosystem, is an ideal programming language for startups aiming to deliver agile, customer-focused products. This article presents a curated selection of Python packages that facilitate professional project development,

The Future of Industrial Platforms

Human Tech Integration As a tech enthusiast and the Co-Founder and CTO of a startup revolutionizing quality inspection in manufacturing, I’ve always believed that technology’s true purpose is to amplify human potential, not diminish it. At 36ZERO Vision, we’re harnessing automation, artificial intelligence, and cutting-edge computer vision to transform how industries ensure quality—but our mission goes beyond just streamlining processes. We’re building a future where technolo

My Take on CI/CD Pipelines as a Startup CTO: The Good, the Bad, and the Balancing Act

As the CTO of a rapidly growing startup, I'm constantly juggling priorities. We need to move fast, innovate, and keep our customers happy. But we also need to make sure our systems are resilient and our data is safe. That's where RTO and RPO come into play. RTO: How Long Can We Be Down? RTO stands for Recovery Time Objective. It's the maximum amount of time we can afford to have our systems offline before it starts to seriously impact our business. For a startup, downtime can

Two-stage object detectors have been the backbone of computer vision for years, but even the best have their weaknesses. One of the most persistent issues is how they handle overlapping bounding boxes. Traditional Non-Maximum Suppression (NMS) can be a bit heavy-handed, leading to missed detections when objects get cozy. That's where Soft NMS comes in to save the day! 🎉 The NMS Problem: When Boxes Collide 💥 Imagine you're trying to spot a cluster of balloons in a photo. A t

Scaling Your Deep Learning Ambitions with Ray: A Hands-On Guide for Engineers

Starting a company is exhilarating. It's a whirlwind of ideas, passion, and the thrill of creating something new. But as your startup grows, that initial energy can quickly turn into chaos if you don't have established processes. Trust me, I've been there. I'm Zeeshan Karamat, founder of 36ZeroVision, and I've learned firsthand the importance of building processes that evolve alongside your company. Here's why processes matter, and how to get them right from the start. The St

I'm still trying to wrap my head around it – being named one of the world's top 100 CTOs is an incredible honor. While the award bears my name, it's truly a reflection of the remarkable team I'm privileged to lead. This recognition belongs to every single person who has contributed their talent, dedication, and late-night problem-solving sessions to our shared goals. Raise a glass (or your favorite caffeinated beverage ☕) to the dream team! 🚀 A Journey of Growth and Collabor

It's a natural inclination to want our technology to be flawless, especially software that powers critical business processes. However, assuming any software is completely bug-free is unrealistic and can lead to damaging consequences. Understanding Software (and Human) Limitations Even the most meticulously crafted software, developed by highly skilled teams, will inevitably contain some bugs. Why? Because coding is a complex human endeavor, and errors are an unavoidable part

I am pleased to share some exciting news with you all. I am honoured to announce that I have been named one of Entrepreneur Magazine's "Top 10 CTOs to Watch in 2023." It is a privilege to be recognized among a distinguished group of technology leaders. I am grateful for the recognition and support that has made this achievement possible. Your encouragement inspires me to continue pushing the boundaries of what is possible in technology and working towards a brighter future fo