Built
Seeing through sound
A computer vision project that processes live video and provides audio alerts about surrounding objects and obstacles, exploring an assistive use of object detection.
The portfolio / 08 projects
From a question
to a working idea.
Projects spanning intelligent systems, secure computing, the web, and connected devices. Each one is an opportunity to turn the concepts I’ve learned into something practical.
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Built
Understanding network exposure
A Python-based scanner that identifies active hosts and open ports, automates security assessments, and produces detailed risk reports.
Built
Learning to identify malware
A machine learning project that classifies files as benign or malicious using static executable features and compares classification algorithms on cybersecurity datasets.
Built
A home for my work
A personal portfolio and Markdown blog that brings together my background, technical projects, and professional profiles in a responsive website hosted on Cloudflare.
Built
Reading the warning signs
A URL analysis project that classifies suspicious links and explains the warning signals behind its assessment.
Built
Finding the unusual
A machine learning project that explores network traffic patterns to identify unusual activity.
Built
A gesture becomes an action
A computer vision project that translates hand gestures into computer actions, exploring a visual approach to interaction.
Built
Making sense of surroundings
An environmental monitoring project that presents sensor readings, historical trends, and threshold alerts.
Computer vision · Major project
Real-time Object Detection Voice Assistant for the Visually Impaired
BuiltA computer vision project that processes live video and provides audio alerts about surrounding objects and obstacles, exploring an assistive use of object detection.
- Processes live video to detect surrounding objects.
- Uses YOLO for object detection and OpenCV for video processing.
- Provides audio alerts for identified objects and obstacles.
Cybersecurity · Network security
Network Vulnerability Scanner
BuiltA Python-based scanner that identifies active hosts and open ports, automates security assessments, and produces detailed risk reports.
- Discovers active hosts and open ports on a network.
- Automates network security assessment tasks.
- Generates reports describing identified risks.
Machine learning · Cybersecurity
Malware Detection Using Machine Learning
BuiltA machine learning project that classifies files as benign or malicious using static executable features and compares classification algorithms on cybersecurity datasets.
- Uses static features extracted from executable files.
- Classifies files as benign or malicious.
- Compares machine learning algorithms using cybersecurity datasets.
Web development · Personal website
Personal Portfolio & Markdown Blog
BuiltA personal portfolio and Markdown blog that brings together my background, technical projects, and professional profiles in a responsive website hosted on Cloudflare.
- Presents projects and professional background with responsive layouts and light and dark themes.
- Supports file-based blog articles with tags, publication dates, code blocks, and search metadata.
- Uses locally hosted fonts, static pages, and security headers without a database or contact-form collection.
Cybersecurity · URL analysis
Phishing URL Detector
BuiltA URL analysis project that classifies suspicious links and explains the warning signals behind its assessment.
- Classifies URLs to identify potentially suspicious links.
- Explains the warning signals associated with the assessment.
Machine learning · Network analysis
Network Traffic Anomaly Detector
BuiltA machine learning project that explores network traffic patterns to identify unusual activity.
- Examines patterns in network traffic.
- Uses machine learning to identify activity that differs from expected patterns.
Computer vision · Interaction
Hand-Gesture Computer Controller
BuiltA computer vision project that translates hand gestures into computer actions, exploring a visual approach to interaction.
- Recognizes hand gestures through computer vision.
- Maps recognized gestures to computer actions.
IoT · Environmental monitoring
IoT Environmental Monitor
BuiltAn environmental monitoring project that presents sensor readings, historical trends, and threshold alerts.
- Displays environmental sensor readings.
- Shows historical trends in the collected measurements.
- Provides alerts when readings cross configured thresholds.