2+
AI Products Built
AI
Co-Founder
B.Tech
AI & Data Science
M Sarvesh Maran
M Sarvesh Maran · AI Architect
Chief AI Architect  ·  Co-Founder, CEPTRON

M SARVESH MARAN

Building production-grade AI systems that solve real problems at institutional scale. Architect of CEPTRON and FONSI — real, deployed, intelligent platforms.

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WHO
I AM

I'm M Sarvesh Maran — a first-year B.Tech AI & Data Science student at Panimalar Engineering College, Chennai, and Co-Founder of CEPTRON Technology Division.

At 18, I co-architected CEPTRON — a production-grade AI surveillance and attendance platform supporting 250+ simultaneous camera streams on a single GPU, powered by YOLOv8, FaceNet, MTCNN, and AES-256 encryption.

I also designed FONSI — a proactive multi-domain AI life-operating system that predicts user needs and delivers intelligent automated responses across five life domains.

My mission: turn ambitious AI concepts into real, deployable systems — not just demos.

0
AI Products Built
0
+
Camera Streams Supported
0
+
Months Dev Experience
∞
Drive to Build

SKILLS &
EXPERTISE

🤖
AI / Machine Learning
Intelligent Systems

Computer vision, real-time inference, face recognition pipelines, and multi-camera AI stream processing at scale.

YOLOv8FaceNetMTCNN ByteTrackOpenCVCUDA
⚡
Development
Full-Stack Engineering

Desktop and web application development — from system architecture to polished front-end interfaces.

PythonPyQt6HTML CSSJavaScriptJavaC
🏗️
Architecture
System Design

Multi-threaded pipelines, encrypted database design, and scalable architecture for institutional deployments.

SQLCipherQThreadRTSP AES-256ReportLab
🎨
Design
UI/UX & Presentation

Designing clean, functional interfaces and communicating complex AI systems to diverse audiences.

CanvaResponsive DesignUI/UX
🔧
Tools
Dev Environment

Professional development tooling, version control, cross-platform deployment on Windows and macOS.

Git & GitHubVS CodeWindowsmacOS
🚀
Strategy
Product & GTM

Go-to-market strategy, institutional sales, technical documentation, and patent-grade product architecture.

Product StrategyTechnical DocsGTM Planning

FEATURED
PROJECTS

01
AI · Computer Vision · Desktop App · Commercial · Live Product
CEPTRON — AI Surveillance & Attendance Platform
Production-grade AI system for schools and colleges. Monitors 250+ simultaneous RTSP camera streams on a single GPU. Detects malpractice with 98.6% face accuracy, fires parent alerts in under 8 seconds, and generates cryptographically sealed court-ready evidence. Features YOLOv8 detection, FaceNet + MTCNN face recognition, ByteTrack tracking, AES-256 encrypted storage, and automated PDF reports via WhatsApp.
PythonPyQt6 YOLOv8FaceNet MTCNNByteTrack SQLCipherCUDA AES-256
Visit Live Website → ceptronteam.netlify.app
→
02
AI · Multi-Domain · System Architecture · Live Product
FONSI — Proactive Life Operating System
Multi-domain AI system predicting user needs across 5 life domains: students, office workers, farmers, patients, and households. Features intelligent deadline management, voice-first interaction, and predictive alert engines that trigger automated actions before users even know they need them.
AI AutomationPredictive Intelligence Voice-First DesignSystem Architecture
Visit Live Website → fonsiteam.netlify.app
→
03
Web · Product · Live · Deployed on Netlify
CEPTRON Official Product Website
Designed and built the full product website for CEPTRON — translating a complex AI surveillance system into a compelling pitch for institutional decision-makers. Features live command center visuals, real-time benchmark stats, cheating detection showcase, and a court-ready evidence vault walkthrough. Fully responsive, deployed live.
HTMLCSS JavaScriptNetlify Product DesignGTM
Visit Live Site → ceptronteam.netlify.app
→
04
Web · Frontend · Product Demo · Live · Deployed on Netlify
FONSI Official Product Website
Clean, structured web platform translating the complex multi-domain FONSI system architecture into a navigable, visually coherent product presentation for both technical and non-technical stakeholders. Showcases all five domain modules and the voice-first interaction model.
HTMLCSS JavaScriptNetlify Responsive Design
Visit Live Site → fonsiteam.netlify.app
→
05
Computer Vision · Python · ML
Face Extraction Application
Deep learning-based face detection and extraction application — the biometric foundation powering CEPTRON's recognition pipeline. Built for scalability and seamless integration into AI-driven institutional systems.
PythonOpenCV MTCNNImage Processing
→

EXPERIENCE &
EDUCATION

2026 – Present
Co-Founder & Chief AI Architect
CEPTRON Technology Division · Vellore, Tamil Nadu
  • Architected CEPTRON — multi-camera AI surveillance platform supporting 250+ simultaneous RTSP streams on a single GPU with 98.6% face accuracy
  • Engineered full ML pipeline: YOLOv8 detection → MTCNN extraction → FaceNet recognition → ByteTrack tracking
  • Implemented AES-256 encrypted database (SQLCipher) and automated ReportLab PDF generation with WhatsApp delivery
  • Designed FONSI — proactive multi-domain AI life-operating system across 5 user categories
  • Built and deployed the CEPTRON product website at ceptronteam.netlify.app and FONSI website at fonsiteam.netlify.app
  • Led go-to-market strategy for Tamil Nadu institutional sales with investor-grade technical documentation
2025 – 2026
Full-Stack Developer (Independent)
Project-Based · Remote
  • Built and deployed production-quality web applications and desktop software
  • Implemented computer vision pipelines for face detection and extraction using OpenCV and Python
  • Applied structured engineering practices — modular architecture, version control, iterative testing
  • Developed responsive web platforms for AI product architecture demonstrations
2025 – 2029 (Expected)
B.Tech — Artificial Intelligence & Data Science
Panimalar Engineering College · Chennai
  • Specialising in AI, machine learning, deep learning, and data science
  • Already shipping live production AI systems before completing the first year

LET'S
BUILD.

Open to AI product ideas, collaboration, and institutional partnerships.
Let's build something that actually matters.

Send Me A Message →