Startup Founder & Hardware/IoT Enthusiast | SJR
I am Sherin Roy (professionally known as Sherin Joseph Roy) — an entrepreneur and technologist specializing in AI, machine learning, and safety ecosystems. I co-founded DeepMost AI, where we are building cutting-edge enterprise AI solutions. I'm also the creator of Lexeek, an AI platform for businesses, and leading development of SEF (Safety Ecosystem Framework) — an upcoming AI + IoT initiative for public and industrial safety.
My goal is to build systems that make society safer, smarter, and more interconnected.
Passionate technologist and entrepreneur dedicated to advancing AI and creating impactful solutions
I am Sherin Roy (professionally known as Sherin Joseph Roy) — an entrepreneur and technologist specializing in AI, machine learning, and safety ecosystems. My legal name is Sherin Roy, but I use "Sherin Joseph Roy" across all professional platforms, where Joseph is my baptismal name, ensuring consistency in my online presence and professional brand.
I co-founded DeepMost AI, where we are building cutting-edge enterprise AI solutions. I'm also the creator of Lexeek, an AI platform for businesses, and leading development of SEF (Safety Ecosystem Framework) — an upcoming AI + IoT initiative for public and industrial safety.
My goal is to build systems that make society safer, smarter, and more interconnected.
Leading innovation in AI and technology through strategic initiatives and groundbreaking projects
Co-founder and leader of DeepMost AI, building cutting-edge enterprise AI solutions. Developing advanced AI technologies for business applications and intelligent systems.
Creator of Lexeek, an AI platform for businesses, and leading development of SEF (Safety Ecosystem Framework) — an upcoming AI + IoT initiative for public and industrial safety.
Recognized accomplishments in autonomous systems, robotics, and innovative hardware solutions
Received the prestigious INSPIRE Award from the Department of Science & Technology (DST) for building an amphibian robot car that can drive both in water and on terrain with simple autonomous capabilities.
Currently building a fully autonomous vehicle with advanced driver assistance systems (ADAS) and complete self-driving capabilities.
Built an innovative amphibian robot car capable of operating both underwater and on land with autonomous navigation features. This project earned recognition from DST.
Passionate about ethical hacking, hardware-enabled hacking, wireless hacking, reconnaissance, and malware analysis. Building expertise in offensive security.
Building and programming autonomous drones with advanced flight control systems, computer vision, and intelligent navigation capabilities.
Innovative solutions spanning robotics, AI, cybersecurity, and software development
A comprehensive terminal-based system administration tool built in Rust. Features 9 powerful modules including real-time system monitoring, process management, service control, disk usage analysis, system cleanup, network monitoring, package management, log analysis, and security auditing. Fast, lightweight, and beautiful TUI with keyboard-driven navigation.
A powerful Git recovery and cleanup utility built in Rust that helps developers fix broken repositories, recover lost commits, clean up messy histories, and resolve complex merge conflicts. Features interactive TUI, automated diagnostics, smart recovery strategies, and comprehensive safety checks.
An intelligent code generation and assistance tool that leverages AI to help developers write better code faster. Features smart code completion, automated refactoring suggestions, bug detection, documentation generation, and context-aware code improvements. Built with modern AI models for enhanced productivity.
A comprehensive 3D web-based platform for controlling, programming, and simulating autonomous vehicles in realistic virtual environments. Features realistic physics, multiple control modes, AI-driven pathfinding, and interactive 3D environments with weather effects.
Real-time fitness form analysis using computer vision and pose estimation. Provides automatic exercise detection, form scoring with color-coded feedback, voice feedback for corrections, and session tracking for squats, push-ups, and yoga poses.
A powerful VS Code extension for creating, managing, and using project templates with advanced variable substitution capabilities. Streamlines development workflows with interactive forms and template sharing. Now available on the official VS Code Marketplace!
A comprehensive open-source API development platform that's revolutionizing how developers mock APIs. Features AI-powered mock generation, GraphQL support, WebSocket mocking, advanced authentication, and enterprise-grade features. Already downloaded over 5,380 times by developers worldwide.
A comprehensive CLI tool for professional Git workflow management with GitHub integration, repository analytics, and enterprise-grade features. Features automated GitFlow operations, repository health monitoring, contributor insights, commit analytics, and seamless GitHub OAuth integration. Built for DevOps teams and enterprise software development.
Revolutionary command-line task management application that understands natural language. Built with advanced NLP, featuring smart date recognition, priority detection, tag extraction, and beautiful terminal output. Includes 7 professional themes, productivity analytics, enterprise security, and cross-platform compatibility. Available on PyPI with comprehensive documentation.
An advanced scientific calculator built with modern web technologies, featuring comprehensive mathematical functions, graphing capabilities, and a user-friendly interface. Deployed on Hugging Face Spaces for easy access and collaboration.
A comprehensive Python application for automated network scanning using nmap with intelligent AI integration via Ollama. This tool provides intelligent command generation, result analysis, and automated decision-making for network security assessments.
A blazing-fast Python CLI tool that optimizes requirements.txt by removing unused dependencies, pinning versions, and ensuring clean, minimal Python environments for better security and reproducibility.
A scientific energy profiling tool for Python applications that measures hardware-level energy consumption. Essential for optimizing battery life, IoT devices, and energy-efficient software development.
Recent posts from my LinkedIn sharing thoughts on autonomous vehicles, AI, and innovation
Just wanted to share something I've been tinkering with! I put together an autonomous vehicle simulator in Python and decided to open-source it. Honestly, it started because I was trying to understand how self-driving cars work, and I couldn't find simulation tools that were both powerful and easy to experiment with.
Transforming Transportation, One Pixel at a Time: an advanced V2X (Vehicle-to-Everything) Simulation Application that pushes the boundaries of intelligent transportation technology. This comprehensive simulation platform offers real-time 2D visualization of vehicle and infrastructure interactions.
Multi-Sport Performance Insights: An AI-Driven Analytics Solution. Uses computer vision to automatically track player movements, generates heat maps showing player positioning patterns, analyzes player speeds and distances covered.
Multi-Sport Performance Insights: An AI-Driven Analytics Solution. In this screen recording, you can see how the application uses computer vision to automatically track player movements and generates heat maps.
Computer Vision & AI Security Systems: Exploring advanced security applications using computer vision and artificial intelligence for enhanced surveillance and threat detection.
Traffic Analysis using Computer Vision and YOLO: Developing intelligent traffic monitoring systems with real-time vehicle detection and analysis capabilities.
PyQt6 & Python Robotics: Building advanced robotics applications with modern Python frameworks and GUI development for autonomous systems.
Agricultural Robot Development: Building innovative robotics solutions for modern agriculture with autonomous navigation and precision farming capabilities.
Computer Vision & Drones: Exploring the intersection of aerial robotics and computer vision for advanced autonomous flight and object detection systems.
Comprehensive Robotics Framework: Developing a complete robotics development platform with simulation, control, and AI integration capabilities.
3D Reconstruction & Computer Vision: Building advanced 3D reconstruction systems using computer vision techniques for mapping and spatial understanding.
AI, Machine Learning & Reinforcement Learning: Exploring cutting-edge AI technologies and developing intelligent systems with advanced learning capabilities.
Stay updated with the latest developments in AI, technology, and innovation
OpenAI, Google DeepMind, and Anthropic researchers warn that the window to monitor AI reasoning could close forever. Chain-of-thought monitoring may be our last chance to understand AI decision-making.
Read Full ArticleGoogle has made its premium AI Pro Plan free for Indian students, empowering them with advanced AI tools for learning and creativity.
Read Full ArticleNVIDIA CEO Jensen Huang praises Chinese AI innovation, recognizing their models as world-class and highlighting the global AI development landscape.
Read Full ArticleMeta has resolved a security vulnerability that could have exposed users' AI prompts and generated content to unauthorized parties.
Read Full ArticlexAI has addressed issues with Grok 4's responses, improving the AI model's behavior and reliability for users.
Read Full ArticleCognition, the maker of AI coding agent Devin, has acquired Windsurf to strengthen its autonomous software development capabilities.
Read Full ArticleMIT researchers develop AI system that discovers hidden cell subtypes, advancing precision medicine and personalized treatment approaches.
Read Full ArticleMIT researchers use AI to design and optimize autonomous underwater gliders, improving their efficiency and navigation capabilities.
Read Full ArticleMIT launches new fellowship program to accelerate innovation in healthcare, supporting research and development of cutting-edge medical technologies.
Read Full ArticleCurated collection of books, tools, repositories, and courses that have shaped my journey in AI and technology
The definitive textbook on AI fundamentals and modern approaches.
Explores the critical challenge of aligning AI systems with human values.
A comprehensive guide to understanding AI capabilities and limitations.
Investigates how AI algorithms are reshaping our world and decision-making.
Examines the intersection of technology, policy, and economic progress.
Powerful code editor with extensive extensions for development across multiple languages and frameworks.
AI-powered code editor for enhanced development productivity.
Efficient text editor for quick file editing and terminal-based development workflows.
Integrated development environment for Arduino microcontroller programming and hardware prototyping.
For coding assistance and AI-powered development workflows.
AI-powered research and writing assistant for knowledge work.
All-in-one workspace for notes, projects, and knowledge management.
Workflow automation platform for connecting apps and services.
Open-source AI agent that brings Gemini's power directly into your terminal.
View RepositoryCurated list of AI agents, frameworks, and tools for autonomous systems.
View RepositoryComprehensive penetration testing course for cybersecurity professionals.
View CourseComprehensive introduction to AI concepts and Python implementation.
View CourseAdvanced course on machine learning algorithms and data science.
View CourseLearn to deploy machine learning models on edge devices and microcontrollers.
View CourseExplore real-world applications of TinyML in IoT and embedded systems.
View CourseThoughts, insights, and reflections on technology, AI, and innovation
This paper introduces the Safety Ecosystem Framework, a novel architectural approach addressing fundamental limitations in emergency response and crime prevention systems. While food can be delivered in ten minutes, emergency help often takes thirty minutes or more. This research presents a comprehensive framework for ambient safety intelligence that unifies heterogeneous data sources into a cohesive ecosystem, reducing emergency response times from 25-30 minutes down to under 5 minutes through automated detection and optimized coordination.
Published: October 13, 2025 | License: CC BY 4.0 | Format: PDF
A candid take on why sustainable AI companies aren’t built by lone wolves. This piece breaks down the myth of the solo AI founder and argues for complementary teams across product, engineering, distribution, and governance.
A deep dive into the paradigm shift from scaling AI models to embracing contextual intelligence. Exploring how the next era of AI will prioritize understanding context over raw computational power, and what this means for the future of artificial intelligence in real-world applications.
A deep dive into the hidden impact of AI on the startup ecosystem. Exploring how ChatGPT's emergence quietly dismantled an entire generation of startups worth over $2 billion, and what this reveals about the future of technology entrepreneurship and market disruption.
A counterintuitive leadership lesson about team dynamics, toxic productivity, and what really drives business success. Sometimes the most productive individual can be the biggest barrier to team performance and organizational growth.
A critical examination of emergency response systems in the modern age. While we've optimized food delivery to minutes, life-saving help still takes too long. Exploring the gap between technological capability and public safety infrastructure.
A comprehensive guide to scaling AI from pilot projects to enterprise-wide production systems. Exploring the challenges, strategies, and architectural decisions required to transform AI experiments into business-critical production infrastructure.
Drawing lessons from thousands of real-world production failures to understand what makes systems truly resilient. A deep dive into incident patterns, failure modes, and the engineering principles that separate robust systems from fragile ones.
We're using AI tools more than ever, but trusting them less. A deep dive into the hidden costs of AI adoption in enterprise environments, based on $200K in real-world deployment lessons. Why the solution isn't building smarter AI—it's building more trustworthy systems.
A thoughtful exploration of how AI is fundamentally changing the nature of software development. Not by replacing developers, but by transforming our approach to problem-solving, code architecture, and the very essence of what it means to be a programmer in the AI era.
A critical analysis of how a major AWS outage revealed the fragile nature of our cloud-dependent digital infrastructure. Exploring the cascading failures, business impact, and lessons learned about building resilient systems in an era where everything depends on the cloud.
A deep investigation into the gap between how people claim to use AI and how they actually use it. After three months of research, interviews, and analysis, here's what I discovered about the real patterns of AI adoption and the uncomfortable truths about human-AI interaction.
The post everyone's afraid to write about the AI revolution. A candid analysis of what actually changes when AI moves from pilot projects to production systems, and why most businesses are failing at AI adoption not because of the technology, but because they don't understand their own businesses well enough.
Beyond the hype and headlines, what's really happening with AI transformation in organizations today? A candid look at the practical realities, unexpected challenges, and genuine opportunities that emerge when AI moves from pilot projects to production systems.
A practical guide for organizations moving from AI experimentation to production deployment. Learn the strategies, frameworks, and lessons learned from real-world enterprise AI implementations at scale.
The post everyone's afraid to write about the AI revolution. A deep dive into what actually changes when AI moves from pilot projects to production systems, and why most businesses are failing at AI adoption not because of the technology, but because they don't understand their own businesses well enough.
A transparent founder story about leveraging AI to build a profitable business from scratch in just 45 days. Exploring the specific strategies, tools, and mindset shifts that made it possible to go from zero to $10K monthly revenue without writing a single line of code.
A transparent founder story about building DeepMost AI and realizing we were solving a problem that doesn't exist. The uncomfortable questions, lessons learned about customer discovery, and how to recover when you've invested deeply in the wrong direction.
A candid reflection on the real challenges of entrepreneurship. It's not about ideas or timing—it's about resilience, stamina, and choosing to build even when you're the only one who still believes.
Behind every startup success story are the quiet, unglamorous moments—the doubts, the solitude, and the battles fought in silence. An honest look at what it really means to be a founder.
What happens when you abandon the hustle culture and stop obsessing over productivity? A surprising journey into intentional work, creative flow, and finding what truly matters.
Exploring the future of artificial intelligence where AI systems become collaborative partners in human thinking, rather than replacements. A vision of human-AI symbiosis that empowers rather than replaces.
A comprehensive guide to GitFlow Studio, a powerful CLI tool that streamlines Git workflows for developers. Learn how to boost productivity and maintain clean, organized repositories.
Exploring the cutting-edge intersection of AI, IoT, and safety technology. How smart devices can detect dangerous situations and protect users through predictive intelligence and real-time monitoring.
A deep dive into the questions that drive innovation, the late-night thoughts that shape technology, and the relentless pursuit of answers that define the journey of building the future.
Let's connect and explore opportunities for collaboration and innovation
I'm always open to discussing new opportunities, interesting projects, or just having a chat about autonomous systems, robotics, hardware development, and AI innovation.
Currently focused on autonomous systems research and development. Passionate about self-driving vehicles, robotics, and creating intelligent machines that think and act independently.
I'm Sherin Joseph Roy, Co-Founder & Head of Products at DeepMost AI, where we're building enterprise AI systems that connect data, automation, and intelligence to solve real-world challenges. Passionate about bridging research and application, I focus on creating scalable, human-centered AI solutions that redefine how organizations think, decide, and grow.
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Most founders don't fail because of their product — they fail because they stop believing when it's quiet. The early days are silent. No signups. No feedback. But every great startup starts in that silence. The noise comes after you push through it.
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