From Docker to Deployment: My Full Stack Workflow
A walkthrough of how I structure, containerize, and deploy modern web applications using Django, React, and Docker.
Read More →I'm currently building scalable and high-performance web applications using Django and Next.js, combining robust backend logic with sleek, responsive UIs.
With a strong foundation in Python, HTML/CSS, Docker, and Redis, I architect end-to-end solutions that are fast, secure, and production-ready. I love crafting clean code, automating workflows, and solving real-world problems through full-stack engineering.
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Recent projects I've worked on
Implemented a local RAG-based (Retrieval-Augmented Generation) Q&A system using Ollama running DeepSeek R1. Enabled seamless document uploading and intelligent question-answering by integrating local language models with efficient vector search, ensuring fast and private access to knowledge from user-provided content.
Engineered and deployed a scalable web application using Django, containerized with Docker, served via Gunicorn behind Nginx, and powered by a MySQL database. Designed the infrastructure for performance, security, and ease of deployment across development and production environments.
Developed a movie recommendation system using Django and trained machine learning models on the IMDb dataset. Implemented user-friendly HTML interfaces for browsing and receiving personalized suggestions. Leveraged collaborative filtering and content-based approaches to deliver accurate, real-time recommendations based on user preferences and movie metadata.
My journey and passion for full stack development
Hi! I’m Prabin Khadka, a passionate full stack developer with a strong interest in Artificial Intelligence. I specialize in building complete, scalable web applications and integrating AI-powered features using modern technologies across the stack.
With hands-on experience in Python, Django, React, TypeScript, and containerized deployments using Docker, I love turning ideas into real-world solutions—from backend APIs to frontend UIs. I'm also exploring advanced AI models and NLP techniques in my side projects.
Understanding the scope, objectives, and tech requirements of the project
Designing the project structure, setting up Docker, databases, and environments
Building features across frontend and backend with efficient, clean code
Writing tests, debugging, and deploying the application using CI/CD pipelines
Exploring tech, AI, and full stack development
A walkthrough of how I structure, containerize, and deploy modern web applications using Django, React, and Docker.
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My journey into AI and machine learning—from Jupyter notebooks to building my own movie recommender system.
Read More →An introduction to Byte Pair Encoding (BPE) and how it improves tokenization in natural language processing tasks.
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Nepal,Kathmandu, Madhyapur Thimi
Currently accepting new projects for 2025