Sebastian
Innovative developer with 3+ years of expertise in building enterprise-grade applications and advancing machine learning research.
About Me
Innovative Full-Stack Developer & ML Researcher with 3+ years of proven expertise in building enterprise-grade applications that drive operational efficiency and business growth. Successfully delivered critical systems including employee performance management platforms at University of North Sumatra (serving 1000+ employees) and e-commerce solutions with modern tech stacks. Specialized in Laravel, React, Vue.js, Next.js, and Python with a unique combination of web development and machine learning research capabilities. Currently advancing solar radiation prediction research using Deep Gaussian Process algorithms. Known for transforming complex business requirements into scalable, user-centric digital solutions that deliver measurable impact.
Web Development
Building scalable web applications with modern frameworks and best practices.
ML Research
Advancing solar radiation prediction using Deep Gaussian Process algorithms.
Tech Stack
Specializations
Experience
My professional journey in web development and machine learning research
Laboratory Assistant
Information Technology Laboratory Group
Web Developer
PT. Adikara Cipta Aksa
Part Time Programmer
Direktorat Digitalisasi dan Integrasi Sistem Universitas Sumatera Utara
Featured Projects
Showcasing innovative solutions in web development and machine learning with detailed case studies
Solar Radiation Prediction Research
Advanced machine learning research using Deep Gaussian Process algorithms for accurate solar radiation prediction with uncertainty quantification.
ShopNext E-commerce Platform
Modern full-stack e-commerce solution with real-time inventory management, payment processing, and responsive design using Next.js and Laravel.
AI-Powered Article Platform
Full-stack application with Next.js for generating articles, tags, and social media content using Gemini AI API with elegant UI design.
Let's Connect
Ready to bring your ideas to life? Let's discuss your next project and create something amazing together.
Get In Touch
I'm always excited to work on innovative projects and collaborate with creative minds. Whether you need a full-stack developer or a machine learning researcher, I'm here to help.