Discord R Chatbot
A SaaS platform for game community management. Features real-time Q&A using RAG technology, automating support for server administrators.
Creating robust backend systems and exploring the skies with drone technology. Based in Seoul, KR.
I am Song Junseo, a passionate developer with a unique blend of skills in software engineering and drone technology.
Graduated from Seoul Robot High School, I have honed my skills in Python, Django, and FastAPI. My journey isn't just about code; it's about solving real-world problems, whether it's creating efficient SaaS platforms like the Discord R Chatbot or piloting unmanned multi-copters.
Django, FastAPI, PyTorch. Building scalable backends and AI integrations.
Implementing Retrieval-Augmented Generation for intelligent chatbots and services.
Certified Ultralight Vehicle Pilot. Experience in drone construction and RF communication.
Linux server management, Docker, and cloud deployment strategies.
A SaaS platform for game community management. Features real-time Q&A using RAG technology, automating support for server administrators.
Improved VQA performance from baseline 0.76028 to 0.94187 using Qwen2.5-VL. Performed data analysis, LoRA fine-tuning, TTA, and systematic experiment tracking on AWS G5/A100 infrastructure.
E-commerce platform for agricultural products. Implemented the entire Django REST API backend (Members, Products, Orders). Designed user behavior logging (Views, Cart, Wishlist, Purchase) and implemented recommendation algorithms. Collaborated on Frontend design and layout discussions.
Competed in the Industrial Drone Control Skills Competition. Specialized in assembling industrial drones and programming autonomous flight missions using Pixhawk flight controllers and Mission Planner.
Operated a Minecraft server (Oct 2024 - May 2025) with 1,000+ cumulative players. Focused on server optimization using Ubuntu Linux and proxy splitting. Implemented robust security measures including Cloudflare Spectrum and origin/proxy separation to defend against DDoS attacks. Developed custom plugins using Java.
Interested in collaborating or have a project in mind? I'm always open to new challenges in backend development and drone tech.