Welcome to my profilee ˖Ი𐑼⋆ I'm a software dev that works in a wide range of sectors that interest me like machine-learning infrastructure, real-time applications, Linux systems and environmental and societal impact-focused technology. My projects range from full-stack platforms and MLOps pipelines to marine monitoring systems, sustainability applications and customized computing environments. Problems where technology connects to environmental issues, real-world infrastructure, and helping my society to reach meaningful outcomes draw my attention the most.
An MLOps-driven sonar framework for coral reef habitat prediction, marine ecosystem monitoring and restoration decision support. ݁
Core capabilities
- Reef-health classification and restoration suitability prediction
- Full MLOps pipeline with experiment tracking, model registry and drift monitoring
- Automated training pipelines using DVC and GitHub Actions
- FastAPI prediction API with Streamlit monitoring dashboard
Stack — Python FastAPI MLflow DVC Docker Streamlit GitHub Actions Scikit-learn XGBoost
EcoSphere — Sustainability Technology · Full-Stack Engineering · Gamification — ESG management platform with employee gamification built on a React and NestJS architecture. React TypeScript Material UI NestJS PostgreSQL Prisma
Real-Time Public Transport Tracker — Real-Time Systems · Geospatial Interfaces · Backend Communication — Live vehicle positions, route visualization and estimated arrivals for small-city transit networks. JavaScript Node.js Express Socket.IO Leaflet
Vert Tiger Hyprland — Linux Systems · Desktop Customization · Shell and UI Engineering — Customized Arch Linux environment with Hyprland tiling compositor and a complete dotfile configuration. Arch Linux Hyprland Waybar Kitty Zsh CSS
Programming 
Application Engineering 
Machine Learning & MLOps 
Data 
Infrastructure & Automation 
Linux & Systems 
| Software architecture | Machine-learning infrastructure |
| Open-source software | Real-time and distributed systems |
| Linux environments | Sustainability technology |
| Marine monitoring systems | Cybersecurity |
| Human-centered interfaces | Research prototypes |
| Automation and deployment | Hardware-software experimentation |
- Preparing to apply for Google Summer of Code 2027
- Contributing more consistently to open-source software
- Building production-oriented MLOps systems
- Exploring marine and sustainability technology deeper
- Developing stronger systems and infrastructure knowledge
- Creating tools that solve practical problems
- Improving software architecture and deployment skills
- Turning research ideas into working prototypes
I am interested in working on:
- Open-source projects across software engineering, MLOps and Linux ecosystems
- Sustainability technology and marine science applications
- Real-time data systems with meaningful pipelines
- Cybersecurity tools and security research
- Research prototypes that need engineering implementation
If you are working on something in these areas, reach out through GitHub.