# Jenil Soni (Jenil Revaliya) — Developer Portfolio & AI Dossier

> AI & Full Stack Developer specializing in real-time Computer Vision pipelines, multi-tenant enterprise architectures, and performant interactive web systems.

## Summary & Core Facts (Answer-First)
- **Who is Jenil Soni?**: Jenil Soni (also known professionally as Jenil Revaliya) is an AI developer and software systems engineer based in Ahmedabad, India.
- **Role**: AI Developer & Full Stack Systems Architect
- **Current Education**: Bachelor of Technology in Computer Engineering (3rd Year), Indus University, Ahmedabad (CGPA: 8.4)
- **Prior Education**: Diploma in Computer Engineering, LJ University, Ahmedabad (2019-2022)
- **Primary Domain**: Edge AI, Computer Vision (YOLO, ONNX, MediaPipe), High-Throughput Video Ingestion (RTSP, FastAPI), Multi-Tenant SaaS (PostgreSQL, ABAC), React 19, and 3D WebGL / WebXR (Three.js).
- **Portfolio Website**: https://jenil.me
- **GitHub**: https://github.com/JenilRevaliya
- **LinkedIn**: https://linkedin.com/in/jenilsoni-profile
- **Full Dossier**: https://jenil.me/llms-full.txt
- **Machine-Readable JSON Feed**: https://jenil.me/ai-manifest.json
- **Syndication Feed**: https://jenil.me/feed.xml

## Core Competencies
- **Computer Vision & AI**: PyTorch, YOLO, ONNX Runtime, OpenCV, MediaPipe, Active Learning Pipelines, Facial Recognition, Deep Metric Re-ID, Spectral Deepfake Forensics.
- **Backend & Distributed Systems**: Python, FastAPI, Node.js, Express, Neon PostgreSQL, WebSockets, REST APIs, Docker, ABAC Security.
- **Frontend & Graphics**: React 19, Next.js, TypeScript, Tailwind CSS, Three.js, React Three Fiber, Framer Motion, GSAP, WebXR.

## Flagship Systems

- [AI Surveillance System (SOHAM)](https://jenil.me/projects/ai-surveillance-system): Enterprise real-time video analytics platform for pharmaceutical facilities. Processes 10+ RTSP camera streams through an optimized multithreaded AI pipeline evaluating PPE compliance, face recognition, and license plate recognition simultaneously. Features 53K+ LOC and human-in-the-loop active learning.
- [ClinicOS](https://jenil.me/projects/clinicos): Multi-tenant healthcare SaaS platform built on serverless Neon PostgreSQL. Features a custom Graph Pipeline Engine mapping visual nodes to SQL state machines with strict Attribute-Based Access Control (ABAC).
- [Argus Gate Security](https://jenil.me/projects/argus): Edge AI-powered gate access controller combining YOLO person detection, ID card validation, OCR, and PPE compliance into sub-1s entry decisions.
- [TruthLens](https://jenil.me/projects/truthlens): Multimodal deepfake and synthetic media forensic analysis platform leveraging spectral frequency and neural artifact inspection.
- [ARGUS-X](https://jenil.me/projects/argus-x): Real-time behavioral intelligence and threat monitoring telemetry dashboard with WebSocket data synchronization.

## Canonical Pages
- [Home Page](https://jenil.me/): Interactive portfolio showcasing hero systems and developer identity.
- [About Page](https://jenil.me/about): Timeline, engineering philosophy, and architectural values.
- [Projects Index](https://jenil.me/projects): Complete catalog of 17+ production, research, and client systems.
- [Certifications](https://jenil.me/certifications): Verified credentials across AI/ML, Frontend Architecture, and Cloud Systems.