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Learning & Working by myself.
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Learning & Working by myself.

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TentacioPro/README.md

Final Year B.E. CSE @ St. Joseph's Institute of Technology

Building scalable systems, securing networks with AI, and engineering cloud-native solutions.


πŸ—“οΈ 2025 β€” My Engineering Journey

A focused year of deep engineering, AI research, and full-stack system design.

πŸ† Research & Hackathons

  • MSME Hackathon Finalist β€” AI-driven VANET security solution
  • Sybil Attack Detection (VANETs)
    • Transformer + CNN Hybrid Architecture
    • 96% accuracy on the VereMi Dataset
    • Optimized with AdamW
    • Published as an IEEE-ready research work

πŸ’» Engineering & Systems

  • MERN Portfolio Platform
    • Visitor analytics
    • Guestbook system
    • Clean, responsive UI
  • Task Management System
    • JWT Authentication
    • Role-based access
    • MongoDB aggregations
  • Local AI Systems
    • DistilGPT-2, T5-Small
    • Offline inference workflows
    • Image Caption Generator

πŸŽ“ Cloud & Problem Solving

  • AWS Restart Graduate
  • Preparing for AWS CLF-C02
  • Solved 200+ DSA problems (LeetCode / GFG)

πŸ› οΈ Tech Stack

Languages Frontend Backend & DB AI & Cloud

πŸš€ Featured Projects

Project Stack Highlights Status
πŸ›‘οΈ Sybil Attack Detector PyTorch, Transformers, CNN 96% accuracy, VANET security βœ… Completed
πŸ“Έ AI Caption Generator DistilGPT-2, spaCy Offline captioning using LLMs πŸ”„ In Progress
🌐 Smart Portfolio MERN Analytics + Guestbook βœ… Live
βœ… TaskMaster MERN, Redux Secure auth, modular design βœ… Completed

πŸ“Š GitHub Analytics (Live)



βš™οΈ Workstation

My Hardware Setup
  • Laptop: Dell G15 5520 (2022)
  • CPU: Intel i7-9700K
  • RAM: 16GB Corsair
  • Motherboard: ASUS ROG Strix B365-F
  • OS: Windows 11 + Linux

πŸ“« Open to Opportunities

SDE / Full-Stack / AI-Focused Roles
Chennai β€’ Bangalore β€’ Hyderabad

Pinned Loading

  1. aienggPort aienggPort Public

    Created a Portfolio for my friend, by brainstorming with Google AI Studio & then improvizing it incrementally.

    TypeScript

  2. Context-Engineering Context-Engineering Public

    Forked from davidkimai/Context-Engineering

    "Context engineering is the delicate art and science of filling the context window with just the right information for the next step." β€” Andrej Karpathy. A frontier, first-principles handbook inspi…

    Python

  3. legendary-happiness legendary-happiness Public

    Legendarically happy posting my first portfolio site, using Nextjs14, and few other frontend libraries.

    TypeScript