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AdamMes/README.md

Hi, I'm Adam 👋

AI Engineer · LLM Systems, RAG & Autonomous Agents

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I design and deploy production-ready GenAI applications—LLM orchestration, RAG pipelines, and autonomous agents—bridging research and reliable infrastructure.

Quick highlights

  • ✅ 5 years web development experience.
  • ⚙️ Production LLM orchestration (OpenAI, Claude, Gemini, Ollama).
  • 🧭 RAG & vector search (FAISS), LangChain, multi-agent systems.
  • ☁️ Infra & automation: Python (FastAPI), AWS Bedrock, Lambda, S3, MCP servers.
  • 🔁 CI/CD and workflow automation for AI-native products.

Tech stack

HTML5 Sass JavaScript jQuery Python Docker MCP RAG LLMs Vibe coding Ollama HuggingFace AWS N8N FastAPI Flask FAISS PHP WordPress Drupal

Education & Certifications

  • DevOps Experts — Professional Certificate, AI Engineering (Jan 2026 – Jul 2026)
  • HackerU — Professional Certificate, Full Stack Developer / Web Developer (Sep 2019 – Apr 2020)

Featured Projects

  • VoyaNode — State-of-the-art Retrieval-Augmented Generation (RAG) system designed to transform travel documents (PDFs) into an interactive, intelligent travel assistant. Built on AWS Serverless architecture, it leverages high-performance vector search and generative AI to provide factual, context-aware travel advice.

  • N8N Intelligent cloud finance document analyst — An automated document ingestion and semantic analysis pipeline. The system monitors a local folder for corporate financial documents (PDF, TXT, and DOCX), extracts text and embedded images via a Python FastAPI microservice, orchestrates the pipeline in n8n, analyzes content with Google Gemini, enriches metadata, and exports results to Google Sheets, Gmail, and local JSON/Markdown files.

GitHub Stats

GitHub stats Top languages

Thanks for visiting — feel free to reach out if you want to collaborate on AI systems, RAG pipelines, or autonomous agents.

Popular repositories Loading

  1. pokemon-agentic-rag pokemon-agentic-rag Public

    Agentic RAG Assistant using Flask, FAISS, and Pandas. Features a dynamic router for semantic and structured data analysis.

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  2. voyanode voyanode Public

    VoyaNode: An Agentic RAG Travel Advisor powered by AWS Bedrock (Claude 3.5) and OpenSearch Serverless for high-performance, context-aware document insights.

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  3. n8n-intelligent-cloud-finance-document-analyst n8n-intelligent-cloud-finance-document-analyst Public

    An automated financial document analyst pipeline using n8n and FastAPI. Extracts data from PDFs and DOCX files, injects visual insights with Gemini Vision, and deploys custom LangChain AI Agents to…

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  4. AdamMes AdamMes Public

    Adam Meshulam — AI Engineer: LLMs, RAG, autonomous agents, LangChain, AWS Bedrock. Contact: adammes23@gmail.com