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I will do information security projects using machine learning and python
Data Science, Machine Learning, Computer Vision, Information Security
Data-driven problem solver specializing in Data Science, Machine Learning, Computer Vision, and Information Security. I leverage advanced analytical techniques and cutting-edge algorithms to extract i...
About this Gig
Are you looking for cutting-edge solutions at the intersection of Information Security and Machine Learning? You're in the right place!
I specialize in developing intelligent, data-driven security systems using Python, leveraging the power of machine learning to detect, prevent, and analyze cyber threats effectively.
Services I Offer:
- Intrusion Detection Systems (IDS)
- DDoS Attack Detection and Classification
- Malware and Phishing Detection
- Anomaly Detection in Network Traffic
- Log Analysis and Threat Hunting
- Data Preprocessing & Feature Engineering
- Model Training, Evaluation, and Optimization
️ Tools & Technologies:
- Python (NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch)
- Network Security Datasets (e.g., CICIDS, NSL-KDD, IoT datasets)
- Feature selection: SHAP, RFE, PCA
- Jupyter Notebooks for clear documentation
Deliverables:
- Well-commented Python code
- Trained ML model(s)
- Visualizations and performance metrics (Confusion Matrix, ROC, Accuracy, etc.)
I can help you build reliable machine learning solutions for modern information security challenges.
Contact me before placing an order to discuss your specific requirements.
Programming language:
Python
•
SQL
Frameworks:
Scikit-learn
•
Keras
•
PyTorch
•
Panda
Tools:
Jupyter Notebook
•
Colab
