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JohnARI/README.md

John Aristosa

Software & Data Engineer @ Sopra Steria

I build backend services and data/ML pipelines. My focus: Systems that handle complexity reliably, APIs and async workflowses.


Core stack

  • Backend: Python (FastAPI), Java (Spring), Node.js
  • Data / ML: PyTorch, scikit-learn, embeddings & vector stores, RAG pipelines
  • Infra: Docker, Linux, REST/Webhook integrations

Currently exploring

  • Production-grade RAG architectures (chunking strategies, retrieval evaluation)
  • LLM tool-use & agent orchestration
  • Idempotent webhook processing at scale

📍 Paris · 🇫🇷

Pinned Loading

  1. webhook-ai-router webhook-ai-router Public

    Production-grade webhook ingestion service. Features: HMAC verification, idempotency, LLM-based enrichment, and reliable fan-out with retries. Built with FastAPI & Redis.

    Python

  2. travel-order-resolver-api travel-order-resolver-api Public

    Python

  3. travel-order-resolver-client travel-order-resolver-client Public

    TypeScript

  4. TravelOrderResolver TravelOrderResolver Public

    Jupyter Notebook

  5. Caducee Caducee Public

    Dart 2

  6. tuto_flutter_bloc tuto_flutter_bloc Public

    Dart