I'm an Information Technology student passionate about building practical software, exploring open-source technologies, and solving real-world problems through code.
I enjoy working across web development, Python, Linux, machine learning, and open-source projects.
🌐 Portfolio: portolio-website-swart.vercel.app
- 🎓 B.Tech in Information Technology
- 💻 Interested in Full-Stack Development, Machine Learning & Open Source
- 🐧 Exploring Linux-based application development and open-source workflows
- 🌱 Currently improving my skills in Machine Learning, Backend Development & System Design
- 🔧 Experienced with Git, GitHub, Linux CLI and collaborative development
- 🤝 Open to collaborating on software and open-source projects
- 📍 Pune, India
A machine-learning-based system designed to detect and classify malicious network traffic.
Technologies: Python · Machine Learning · Scikit-learn · XGBoost
Models:
- Logistic Regression
- Random Forest
- Support Vector Machine
- XGBoost
Focus: Network security, threat classification and ML-based intrusion detection.
Contributed to an open-source Time Management application as part of my open-source development experience.
Technologies: Python · QML · Qt/Lomiri · Linux · Git · GitHub
Contributions:
- Worked on voice model management functionality
- Integrated QML frontend components with Python backend functionality
- Improved installed voice-model detection and listing
- Debugged responsive UI and window-resizing issues
- Worked with Linux/XDG application data paths
- Tested application functionality in a Linux environment
- Used Git branches and Pull Requests for collaborative development
Developed a Python-based AI chatbot focused on automated responses and conversational interaction.
Technologies: Python · Speech Recognition · Text-to-Speech · Automation
Developed a system for digitally storing and managing legal case records.
Technologies: Python · File Handling
Features:
- Case entry and retrieval
- Case information updates
- Case status tracking
- Structured record management
- Search functionality
A Python project designed to perform mathematical operations relevant to AI and general computation.
Technologies: Python
My personal developer portfolio showcasing my projects, skills, technical experience and development journey.
Technologies: HTML · CSS · JavaScript · Vercel
I'm actively exploring and contributing to open-source software.
My experience includes:
- 🐧 Linux-based application development
- 📱 Ubuntu Touch / Lomiri ecosystem
- 🐍 Python backend development
- 🎨 QML / Qt user interfaces
- 🌍 Application translation and localization
- 🔧 Debugging and issue resolution
- 🧪 Application testing
- 🔀 Git branching and Pull Requests
- 🤝 Collaborative GitHub workflows
Open source has helped me gain experience working with existing codebases, debugging real-world problems, contributing changes and collaborating through GitHub.
I'm currently exploring the intersection of Machine Learning and Cybersecurity.
My current workflow includes:
Network Traffic
↓
Data Preprocessing
↓
Feature Engineering
↓
Machine Learning
↓
Threat Classification
↓
Model Evaluation
↓
Intrusion Detection
I'm experimenting with algorithms including:
- Logistic Regression
- Random Forest
- Support Vector Machine
- XGBoost
- Neural Networks
Model evaluation includes:
- Accuracy
- Precision
- Recall
- F1 Score
- Confusion Matrix
- 🧠 Machine Learning
- 🔐 Cybersecurity & Network Security
- ⚛️ React
- 🟢 Node.js & Express
- 🐧 Linux
- 🐳 Docker
- 🗄️ Database Systems
- 🔧 Backend Development
- 🌐 REST APIs
- 🤝 Open-Source Development
- 🚀 Contribute consistently to open-source projects
- 🧠 Build and deploy practical Machine Learning applications
- 🔐 Explore ML applications in cybersecurity
- 💻 Strengthen full-stack development skills
- 🐧 Improve Linux development skills
- 🌐 Build production-ready REST APIs
- 🤝 Collaborate with more open-source developers
- 📈 Build a stronger portfolio of real-world projects
Build • Break • Learn • Improve
⭐ Thanks for visiting my profile!