My journey in JEE preparation, system architecture, and practical AI engineering

I am building this portfolio to document my long-term learning journey, development discipline, and real-world execution through products and systems.

Alongside my JEE preparation, I stay focused on building resilient, high-performance websites and software tools with production-oriented architecture.

My AI work is practical: I turn concepts into usable features, optimize reliability, and ship improvements that solve meaningful user problems.

This website represents my projects, technical growth, and continuous iteration across frontend, backend, analytics, and platform quality.

I continue learning every day through coding, debugging, and systems thinking, with a goal to merge academics and engineering excellence.

Deep Dey's Portfolio

Name: QLYNK Node Server
Author: Deep Dey

A website by Deep

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System Alert: Development Paused

Project Status: Delayed / On Hiatus. Active development is paused due to technical restructuring and academic priorities (JEE Advanced 2027). All core updates were suspended on April 9, 2026.

QLYNK Node Server

PythonFastAPIDockerHugging Face SpacesCryptographic Security

Architectural Overview

Engineered to run entirely on Hugging Face Spaces (Free Tier), it acts as a self-sustaining media vault with an integrated Telegram ingestion bot, dynamic anti-hacker defenses (Tarpit/Honeypot), and a cinematic web player with cryptographic token vault security.

Problem

Required a resilient media-serving backend with security controls on constrained infra.

Solution

Built a FastAPI-based media vault with ingestion pipeline and tokenized access.

Impact

Established a private serving architecture with secure access patterns and automation.

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Architecture Layers

API Gateway

Storage Layer

Ingestion Bot

Security Policies

Measurable Outcomes

RuntimeHuggingFace Spaces

Security LayerToken + defense

Core ScopeMedia vault + streaming

Deep Dey — Software Architect and Class 12 Student