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ginio15/README.md

👋 Hi, I’m George

🚀 Building Hermetica: https://hermetica-ai.com/

🚀 Selected among 20 Greek founders worldwide for the first OpenAI accelerator: https://openai.com/global-affairs/openai-for-greece/

  • Agentic Document Intelligence: Multi-agent pipelines for long-context reasoning over financial documents — extraction, cross-validation, gap detection.
  • Advanced RAG: Hybrid retrieval (dense + sparse), reranking, citation grounding, hallucination guardrails, and eval loops purpose-built for high-stakes queries.
  • LLM Orchestration: Stateful agent workflows with LangGraph; structured outputs with instructor/Pydantic; multi-model routing (GPT-5.4 mini, GPT - 5.4 nano, Gemini 2.5 flash).
  • Product Engineering: clean domain-driven architecture, async-first backend design.

⚒️ Stack

Layer Tools
LLM / AI GPT-5.4 mini, GPT-5.4 nano, Gemini 2.5 flash, OpenAI Embeddings
Orchestration OpenRouter, OpenAI Assistants API, custom agent loops
Document Processing Docling, Unstructured.io, PyMuPDF
Retrieval pgvector, Qdrant, Cohere Rerank, BM25 hybrid search
Backend Python, FastAPI, Pydantic v2, Celery, Redis
Frontend Next.js 15, React, Tailwind CSS, Vercel AI SDK
Infra & DevOps Docker, AWS (ECS + RDS), GitHub Actions, Terraform
Observability LangSmith, Helicone, Grafana
Evals RAGAS, custom domain-specific eval harnesses

Pinned Loading

  1. product-strategy product-strategy Public

    This repo is a real example of what the process of defining a product looks like

    Shell

  2. rag rag Public

    Forked from NVIDIA-AI-Blueprints/rag

    This NVIDIA RAG blueprint serves as a reference solution for a foundational Retrieval Augmented Generation (RAG) pipeline.

    Jupyter Notebook

  3. grammateia grammateia Public

    TypeScript

  4. doc-qa-demo doc-qa-demo Public

    Python

  5. Public-API Public-API Public

    Python

  6. FEMA FEMA Public

    Dart 1