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Hi, I'm Ares👋

Software Developer & AI Engineer with a strong focus on Machine Learning, Computer Vision, and Cybersecurity-related systems.

I enjoy building end-to-end ML pipelines — from data preprocessing and feature engineering to model evaluation and real-time prediction.

Currently working on projects involving image processing, CNN-based models, and ML-driven applications, and creating structured learning guides for students and self-learners.


🧠 Core Expertise

  • Machine Learning & Deep Learning
  • Computer Vision & Image Processing
  • Model Training & Evaluation (CNN, SVM, Hybrid CNN–SVM)
  • Web-based deployment of ML systems
  • ML-based Security Systems (SQL Injection Detection, Cybersecurity Foundations)

🧭 Guides & Learning Roadmaps

I also create beginner-to-intermediate guides and roadmaps to help students and self-learners understand AI, Machine Learning, and Computer Vision through structured learning paths and real projects.


🛠️ Tech Stack

🧰 Tech Stack

Python JavaScript HTML5 CSS3

🤖 Machine Learning / Computer Vision

OpenCV NumPy Pandas Scikit-learn TensorFlow PyTorch

🛡️ Security & Data

SQL Data Analysis ML Security

🌐 Web & Deployment

Bootstrap Vercel

🛠 Tools

Git GitHub Docker Postman Figma Canva


🚀 Featured Project

🍺 Detecting Alcohol Intoxication Using Image Processing A machine learning–based system that classifies facial images as drunk or normal.

Highlights:

  • Image preprocessing and facial feature extraction using OpenCV
  • CNN model for deep feature learning
  • SVM classifier for decision boundaries
  • Hybrid CNN–SVM approach for improved accuracy
  • Trained and evaluated using Python in Google Colab

Tech Used:
Python · OpenCV · CNN · SVM · Scikit-learn · TensorFlow · NumPy · Pandas


🛡️ ML-Based SQL Injection Attack Detection
• Feature-engineered SQL queries classified using SVM
• Includes preprocessing, evaluation, and real-time prediction

🛡️ Cybersecurity Roadmap (2026)
A curated learning path covering fundamentals, networking, red team, blue team, tools, and certifications.


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📫 Connect With Me


“Build systems that solve real problems — not just models that look good on paper.”

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AI & Software Developer | Machine Learning & Computer Vision

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