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Working from home
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Working from home
455 followers · 1.2k following

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Achievements

Achievement: StarstruckAchievement: YOLOAchievement: Quickdraw

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larrymargerum01/README.md
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👨‍💻 About Me

name: Larry Margerum
role: Full Stack & AI Engineer
location: Hel, Poland
experience: 5+ years in Full Stack & AI
focus:
  - AI Engineering & LLM Applications
  - Full-Stack Application Development
  - Machine Learning & Data Solutions
  - Cloud, DevOps & Secure Deployment
education: Computer Science @ Warsaw University of Technology
languages:
  - English (advanced)
currently:
  - 🔭 Building an AI GTM agent prototype using CockroachDB, pgvector, and LLM workflows.
  - 💬 Ask me about: LLM, Machine Learning, Full Stack Development

🏗️ Key Projects

🔭 AI Engineering & LLM Applications

Building intelligent applications using LLM, LangChain, Rag Systems, AI Agents, Hugging Face Transfomers, Prompt Engineering, AI Automation

🔥 Full-Stack Application Development

Creating scalable web applications with React.js / Next.js, TypeScript, Node.js, FastAPI, REST APIs, Modern UI/UX systems

📊 Machine Learning & Data Solutions

Developing data-driven systems with Python, PyTorch, Machine Learning models, Data processing pipelines, Model integration, AI-powered analytics

🌎 Cloud, DevOps & Secure Deployment

Building production-ready infrastructure with AWS, Docker, CI/CD, GitHub Actions, Secure AI deployment, LLM security and prompt injection prevention

📈 Analytics & Activity

GitHub Streak



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💬 Let's connect and build observable systems together!


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  1. AI-Saas-Platform AI-Saas-Platform Public

    Built an AI SaaS Platform that enables users to access multiple AI-powered tools through a unified dashboard, including content generation, document analysis, chat assistants, and workflow automati…

    TypeScript 16 1

  2. Multi-Agent-Research-Assistant Multi-Agent-Research-Assistant Public

    Developed a Multi-Agent Research Assistant that coordinates specialized AI agents to search, analyze, summarize, and synthesize information from multiple sources, delivering comprehensive, citation…

    Python 16

  3. Document-Intelligence Document-Intelligence Public

    Developed a Document Intelligence platform that automates document processing using OCR, NLP, and AI to extract, classify, and validate structured information from PDFs, invoices, forms, and scanne…

    Python 13

  4. RAG-Assistant RAG-Assistant Public

    Built a Retrieval-Augmented Generation (RAG) Assistant that combines semantic search with LLMs to provide accurate, context-aware responses from custom knowledge bases. Features document ingestion,…

    Python 13

  5. Data-Research-Analysis Data-Research-Analysis Public

    Built a Data Research & Analysis platform that collects, cleans, and analyzes structured and unstructured data, generating visualizations, trend insights, statistical summaries, and AI-powered repo…

    TypeScript 12

  6. cosmicoral/GrowthPilot-CockroachDB-X-AWS-Hackathon-2026 cosmicoral/GrowthPilot-CockroachDB-X-AWS-Hackathon-2026 Public

    Persistent-memory AI growth agent built with CockroachDB, MCP and multi-agent workflows.

    Python 2 1