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Ganesh-403/README.md

  

Typing SVG


Coding GIF

I build infrastructure that sits between users and chaos.

Final-year CS engineer at SPPU Pune (CGPA 8.65), specializing in backend systems, cloud-native architecture, AI/LLM tooling, and cybersecurity. I ship production-grade software — honeypot platforms, semantic search engines, secure filesystems — before most people graduate.

Currently building HoneyCloud — a cloud-native threat intelligence platform with LSTM-based attack classification and real-time WebSocket telemetry.

  • 🐍 Python Developer Intern @ AI Adventures LLP (Dec 2024 – Feb 2025)
  • 🥇 Winner — Site Craft Web Dev Challenge, VAMINT Club 2025
  • 🏆 Runner-Up — Prep-A-Thon Coding Competition, Technobash 2025
  • ⚡ I debug better with music on 🎶

"Code is like humor. When you have to explain it, it's bad." — Cory House


💼 Experience

🐍 Python Developer Intern — Automation & Backend Development  
AI Adventures LLP  ·  Pune, Maharashtra

▸ Eliminated manual attendance tracking with an end-to-end Absence Detection System (Python + Google Sheets API + GitHub Actions) — cut reporting time by ~80% and human error to zero
▸ Built a real-time Google Sheets monitoring pipeline that automated data reconciliation across internal workflows, replacing a fully manual, error-prone process
▸ Redesigned 3 Python course modules and authored 10+ interactive assessments on Moodle LMS, improving learner engagement

🚀 Featured Projects

🍯 HoneyCloud  

Cyber Threat Intelligence Platform

Multi-protocol honeypots (SSH / FTP / HTTP) that lure real attackers, stream live telemetry over WebSockets, and run an LSTM neural network to classify attack patterns automatically. Glassmorphic dashboard surfaces attacker profiles in real time.

🤖 Semantic Plagiarism Detector  

AI-Powered Similarity Engine

Goes beyond keyword matching — uses Sentence Transformers + FAISS to detect paraphrased and semantically equivalent content. Multi-level pipeline analyzes at document and paragraph granularity. Streamlit dashboard with heatmaps and interactive pairwise analysis.

🔐 SVF — Secure Virtual File System  

Systems-Level Secure Storage Engine

Persistent VFS in C++17 — Argon2id auth, B-Tree directory indexing, Readers-Writer concurrency lock, and a block storage engine that mimics ext4 internals. POSIX permissions, modular user management, cross-platform: Windows / Linux / Docker.

☁️ Cloud SaaS System  

Full-Featured Cloud Backend Platform

Production-ready Python SaaS backend with JWT authentication, database-backed user management, file upload/preview, metadata storage, and a RESTful API — built to scale with security-first architecture throughout.

  ▸ More Projects — Railway Management System, Portfolio Website

🚂 Railway Management System  

Full-stack seat booking engine with an under-3-action booking flow, real-time seat reservation, and MySQL query optimizations that eliminate race conditions under concurrent load.

🌐 Portfolio Website  

Personal portfolio showcasing projects, skills, certifications, and experience. Responsive design optimized for recruiters — clean, fast, and professional.


🛠️ Tech Stack

Layer Technologies
Languages Python C++ JavaScript SQL
Backend & APIs FastAPI Flask REST JWT Async
Cloud & DevOps AWS Docker GitHub Actions CI/CD Linux
AI / LLM & RAG LangChain FAISS Ollama RAG Scikit-learn
Databases PostgreSQL MySQL MongoDB ChromaDB pgvector
Security Argon2id RBAC SHA‑256

🗺️ Journey

2022  ──▶  Started B.E. Computer Engineering @ Savitribai Phule Pune University
2023  ──▶  Explored Full-Stack, Python, and Data Science fundamentals
2024  ──▶  Python Developer Intern @ AI Adventures LLP (Pune)
           Built automation pipelines | Cut reporting time 80% | Dived into ML & AWS
2025  ──▶  🥇 Won Site Craft Web Dev Challenge — VAMINT Club 2025
           🏆 Runner-Up Prep-A-Thon Coding Competition — Technobash 2025
           🍯 HoneyCloud (LSTM + WebSockets)  |  🤖 Semantic Plagiarism Detector
           🔐 SVF in C++17 (Argon2id, B-Tree, ext4-mimic)  |  ☁️ Cloud SaaS
2026  ──▶  Graduating with CGPA 8.65 — seeking SDE / Backend / Cloud / Security roles 🎯

🏆 Achievements

🥇 Winner — Site Craft Web Development Challenge  ·  VAMINT Club 2025, Pune
🏆 Runner-Up — Prep-A-Thon Coding Competition  ·  Technobash 2025, Pune

📊 GitHub Stats

contribution snake


🌐 Let's Connect

🎶  Music  ·  ✈️  Travelling  ·  🏋️  Fitness

I'm open to SDE, Backend, Cloud, AI, and Security Engineering roles from 2026.
If you're building something interesting — reach out.

   

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  1. honeycloud honeycloud Public

    Honey Cloud is a scalable multi-protocol honeypot platform (SSH, FTP, HTTP, Telnet, SMTP, RDP) built with FastAPI and SQLAlchemy 2. It streams attacks via WebSocket/SSE, detects threats with scikit…

    Python 1

  2. semantic-plagiarism-detector semantic-plagiarism-detector Public

    A production-ready NLP application that detects semantic plagiarism in student assignments—even when text has been paraphrased—using Sentence Transformers, cosine similarity, and FAISS vector search.

    Python

  3. Aura-Wellness Aura-Wellness Public

    Aura Wellness is a mindful Android application designed to help users reclaim their time, improve their focus, and build healthier digital habits. Instead of doomscrolling through endless feeds, Au…

    Kotlin 1

  4. SVF SVF Public

    A C++-based secure virtual file system with user authentication, access control, and file management. Features include SHA-256 password hashing, role-based permissions, and command-line operations.…

    Makefile

  5. aws-url-shortener aws-url-shortener Public

    A serverless AWS URL shortener built with Lambda, API Gateway, DynamoDB, S3, and CloudFront.

    HTML 1

  6. Monitor-Google-Sheet Monitor-Google-Sheet Public

    This Python script monitors a Google Sheet for new entries in real-time using the gspread library and Google Sheets API. It authenticates via service account credentials and logs updates when new d…

    Python