Welcome to my GitHub profile!
AWS-certified Solutions Architect, Developer, SysOps Administrator, and Machine Learning Engineer with expertise in cloud architecture and modern development practices. Connect with me on:
- 🔭 I'm currently working on VectorVault, CodeForge AI: An autonomous multi-agent coding system powered by CrewAI, Contribux: AI-powered GitHub contribution discovery platform, TripSage AI: AI-powered travel planning and real-time booking platform, AI Documentation Vector Database Hybrid Scraper.
- Always updating my prompt library and portfolio website as projects progress in PromptAtlas, and bjornmelin-platform-io.
- Core projects build upon or extend earlier projects, including Enhanced Memory Vector RAG, OpenAI Agents Travel Graph
✈️ , Supabase Vector Gmail KB RAG, LinkedIn Saved Posts AI.
- 🌱 I'm currently exploring advanced knowledge graph, vector, and memory systems (Hybrid RAG, KAG, & CAG) with tools like Cloudflare Agents, OpenAI Agents SDK, Qdrant, Graphiti/Zed, Neo4j, pgvector, and FastMCP. I'm integrating these into my agentic workflows and applications for shared memory systems.
- Recently, I've grown fond of Supabase for its simplicity in managing PostgreSQL DBs, integrations, and built-in Auth. Supabase + Vercel deployments have been a time and cost saver.
- 🚀 Recently developed skills include PostgreSQL/Supabase, Agno AGI, FastAPI, LangChain, Vercel Cloud, smolagents, NextJS, tRPC, Tailwind CSS, ZOD, PostgreSQL, and shadcn/ui.
- 🔜 Next Up: AWS OpenSearch vector DB, Weaviate, Grafana, Prometheus, AG2, pydantic-ai, FAISS vector databases.
- 👯 Looking to collaborate on machine learning and AI projects, LLM integrated applications, AI Agent systems for SWE, Data Science, and research.
- 🤔 I'm looking for help with PolyAgent Research Intelligence and ai-powered-development-prompts
- 💬 Ask me about AI Engineering, Large Language Models (LLM), Model Context Protocol (MCP), GPU Acceleration + Optimization (local-LLMs on potato smolGPUs), AWS Solution Architecture, Large Language Models, Generative AI, Full-Stack development, Infrastructure as Code (IaC), Decoupled Architecture, DevOps, Plotly Dash, Python, Java, Angular, NextJS/NodeJS
- 📫 How to reach me:
- Portfolio Website: bjornmelin.io
- Email: [email protected]
- ⚡ Fun fact: My favorite hobby is Freestyle Skiing!
- Programming Languages: Python, TypeScript, NodeJS, JavaScript, Java
- Technologies: Amazon Web Services, Vercel, Cloudflare, Databricks, Google Cloud, Docker, GitHub Actions
- AI/ML Tools: LangGraph, CrewAI, OpenAI Agents SDK, Agno AGI, Pydantic-AI, Qdrant, LangChain, Pydantic 2.1+, Zod, Model Context Protocol (MCP), Mem0
- Frameworks & Platforms: Next.js, React, FastAPI
- Databases: PostgreSQL, Neo4j, Qdrant, Supabase, Neon, MySQL, SQL
- Tools: GitHub, Git, CLI expert, Plotly Dash, GitHub Copilot, Claude, ChatGPT, Hugging Face, Scripting (Python + Bash)
- VectorVault -
- CodeForge AI - An autonomous multi-agent coding system powered by CrewAI.
- Contribux - AI-powered GitHub contribution discovery platform.
- TripSage AI - AI-powered travel planning and real-time booking platform.
- AI Docs Vector DB Hybrid Scraper = PromptAtlas - Prompt, command, and custom instruction library.
- Enhanced Memory Vector RAG
- OpenAI Agents Travel Graph
✈️ - Supabase Vector Gmail KB RAG
- LinkedIn Saved Posts AI
- bjornmelin-platform-io - Cloud-native portfolio platform. Built with Next.js 14, Tailwindcss, shadcn-ui, AWS CDK, and modern DevOps practices.
- PolyAgent Research Intelligence - Modular, multi-agent AI for research and report generation. Uses LangChain, FastAPI, PostgreSQL, advanced LLMs, and Next.js.
- Stardex - Intelligent exploration of GitHub Stars. Search, filter, and cluster starred repositories with AI-powered insights.
- AIScout - Real-time AI/ML content aggregator. Curates research papers, repositories, articles, and discussions. Built with React, Python, and AWS.
- specio-pypy310 - specio: Python input/output for spectroscopic files.