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dor-darmon/README.md

Hi there, I'm Dor Darmon

I'm a Computer Science student at Bar Ilan University
Currently working on: Gmail Advanced System Programming
I love building backend systems, games, and full-stack apps
Hobbies: Gaming, working out at the gym, and learning new tech
Reach me at: dordarmon2000@gmail.com

LinkedIn

Featured Projects

AI-detective

An R&D forensic tool designed to validate identity document integrity using Computer Vision, AI detection, and Digital Forensics.

Tech: Python, OpenCV, Streamlit, NumPy, Pandas, SQLite3, FFT
Highlights:

  • AI & Deepfake Detection: Uses Fast Fourier Transform (FFT) analysis to detect GAN/Diffusion model artifacts in the frequency domain.
  • Digital Forensics (ELA): Implements Error Level Analysis to flag manual alterations (e.g., Photoshop) via compression inconsistencies.
  • Automated Quality Control: Calculates Laplacian Variance for blur detection and validates checksum logic (Luhn Algorithm).
  • Analytics Dashboard: SQL-backed batch processing system with statistical visualizations (Seaborn/Matplotlib).

A unified real-time surveillance system for Bitcoin and Ethereum blockchains, designed to detect high-value "Whale" anomalies using Unsupervised Machine Learning.

Tech: Python, AsyncWeb3, WebSockets, Scikit-Learn, Redis, Docker, Streamlit
Highlights:

  • Multi-Chain Support: Simultaneously ingests and normalizes data from Bitcoin (UTXO via WebSockets) and Ethereum (Account-based via RPC).
  • AI-Powered: Uses Isolation Forest algorithms to flag suspicious financial movements without pre-labeled data.
  • Scalable Architecture: Built as decoupled microservices using Docker and Redis for high-concurrency processing.

A fully functional chess engine written in Java with object-oriented design.
Includes move validation, game logic, and a clean user interface.

Tech: Java, OOP, Algorithms
Highlights:

  • Dynamic board updates
  • Legal move highlighting
  • Turn-based state management

A command-line voice assistant that helps you control your PC with natural voice commands.

Tech: Python, SpeechRecognition, pyttsx3, OS automation
Highlights:

  • Voice-controlled web search, apps, weather
  • Personal greeting system
  • Extensible architecture

A WhatsApp bot with a GUI interface to send scheduled messages and interact with contacts.

Tech: Python, pywhatkit, tkinter
Highlights:

  • GUI-based interface (no CLI)
  • SQLite database to store contacts and messages
  • Easily customizable for event reminders, campaigns, or auto-responses

In Progress

Stay tuned for:

  • Gmail Label Classifier with AI
  • Smart Mail Filter (Deep Learning-based)
  • Barbershop Booking System (React + Express + n8n)

My Tech Stack:

Python Java C++ JavaScript Node.js React MongoDB

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