Hi, I'm Chukwunonso Henry Nwokoye!
AI/Machine Learning Engineer, Cybersecurity Analyst, Database Administrator & Researcher in Network Security, Human Computer Interaction and Explainable Artificial Intelligence.
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Data Science and Machine Learning
- Extract → Transform → Load (ETL) Workflows for Data Sources and Targets
- Predicting Post-transfucion Systolic Blood Pressure and Body Temperature using ML Models
- Preprocessing: Feature Selection using SelectKBest
- Predictive Analytics: Exploration, Preprocessing, Regression & Visualization using Two Datasets
- K-fold Cross-validation of Ensemble Models (Bagging, Voting & Stacking Regressors)
- Applying Multilayer Perceptron to the SEABIR Epidemic Model of Virus Propagation
- Using Long Short Term Memory Recurrent Neural Networks for Prediction of HIV Testing in Nigeria
- Weight Prediciton using Multilayer Perceptron
- Applying LSTMRNN to Malware Spread Simulator Dataset Designed Using NetLogo
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Computer Vision (CV) and Natural Language Processing (NLP)
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MLOps, App Development with Gradio|Flask|Streamlit and Explainability Techniques
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AI, Machine Learning and Cybersecurity
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Cybersecurity, Network Security and Endpoint Security
- Port Scanning using Network Mapper (NMap)
- Azure Sentinel and SIEM Implementation for Windows Security Events
- Anomaly Detection using Isolation Forest on the NSL-KDD Dataset
- Anomaly Detection using One Class SVM, Autoencoder, PCA and t-SNE
- Ransomware Attack on VMware using Kali Linus
- Multigroup e−SIjRjTj Model for Malware Propagation in Wireless Sensor Networks
- Find Open Ports using a Target IP Address - Python on Pycharm IDE
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Networking and Network Security using Cisco Packet Tracer
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Diagrams and Charts using Python
- Verified International Academic Qualifications Issued by World Education Services
- Oracle Certified Associate
- Oracle Certified Professional
- Machine Learning Software Foundations
- Architecting in AWS
- AWS Cloud Practitioner
- IBM Cybersecurity Fundamentals
- Google Foundations of Cybersecurity
- Google Cybersecurity Professional Certificate V2
- Certificate in University Teaching: 2024-2025 (Instructor Stream)
- AWS Educate Machine Learning Foundations