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Samyakjain808/README.md

Typing SVG

👨‍💻 The Architect Behind the Code

I am an engineer focused on the bleeding edge of technology. I don't just write code; I design high-performance ecosystems.

  • 🧠 Core Focus: Explainable AI, Neural Networks, Agentic Pipelines
  • ⚡ Engineering: C++ Vector Databases, Next.js/React architectures
  • 🔭 Currently Architecting: Next-generation autonomous AI agents and highly scalable, intelligent distributed systems.
  • 🎓 Foundation: B.Tech CSE @ Bennett University (Class of 2026)

"Turning caffeine and complex algorithms into reality."

 Holographic Coding Animation

⚙️ Core Technologies & Frameworks



📜 Research & Publications

📘 Towards Face Deepfake Detection: A Review with Research Challenges and Future Direction

Published in Springer Nature Investigated the rapid advancements in deep learning and computer vision technologies enabling highly realistic AI-generated content (deepfakes). Analyzed detection methodologies, ethical concerns, and future research directions to combat false media.
Springer Deep Learning Computer Vision

🚀 Elite Projects & Architectures

🏥 Medverse

Explainable Healthcare AI Hub for patient diagnosis. Features an AI Symptom Checker (NLP + XGBoost), Lab Report Analyzer (OCR + LLMs), and X-Ray Analyzer (CheXNet CNN). Fine-tuned with LLaMA 2 & Whisper.
Python LLaMA 2 Scikit-Learn

⛳ Golf Gives

Production-Ready Full-Stack Subscription Platform. Golfers submit scores for prize draws and support Irish charities. Features complex Row Level Security and Webhook automation.
Next JS TypeScript Supabase Stripe

🧠 Skelix (skai)

AI-powered Multi-Tool Platform. Six integrated tools including Summarizer, Mind Map, and Fake News Detector. Fine-tuned with cutting-edge models for speed and accuracy.
React Flask HuggingFace

⚡ Endee & 🤖 Autonomous Skill Gap Agent

  • Endee: Hyper-optimized vector database designed in C++ to handle 1B+ vectors on a single node via SIMD instructions.
  • Autonomous Agent: Agentic AI that auto-generates portfolio plans by analyzing resumes against job descriptions using local Ollama instances.

💻 Interviue & 🚆 Metromate

  • Interviue: Real-time video conferencing & screen sharing platform built with Clerk & WebRTC.
  • Metromate: Smart metro route & fare calculator web application.

📈 Analytics & Algorithms

🌌 GitHub Activity

Activity Graph 		🔥 LeetCode Progress

LeetCode Stats

🌐 Enter the Nexus

Explore my Interactive Portfolio ➜

Daily Quote

Visitor Count

Pinned Loading

  1. skai skai Public

    JavaScript 1

  2. Metromate_1 Metromate_1 Public

    metro web app

    JavaScript

  3. autonomous-skill-gap-agent autonomous-skill-gap-agent Public

    An agentic AI system that identifies skill gaps between resumes and job descriptions, then autonomously generates portfolio-ready project plans using local LLMs (Ollama).

    Python 1

  4. interviue interviue Public

    TypeScript

  5. lost_found lost_found Public

    Java