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lucasimi/README.md

Luca Simi, PhD

Software engineer building high-performance systems for real-time data and distributed workloads.

I enjoy turning complex, math-heavy problems into reliable, scalable software, especially in data-intensive and geospatial contexts.

  • ⌨️ Languages: Python, Java, JavaScript, Haskell
  • 🤖 Backend: FastAPI, Spring Boot
  • 📊 Data: Kafka, Spark, Postgres, Cassandra
  • 🗺️ GIS: PostGIS, GeoServer, GeoTools, GeoMesa, MapLibre, OpenLayers

🚀 Projects

  • tda-mapper
    Mapper is a powerful tool for exploring the shape of high-dimensional data, but existing implementations often struggle to scale.

    This project provides a faster, more practical implementation, with a focus on efficient cover construction that scales with the intrinsic dimension of the lens rather than the ambient space.

Pinned Loading

  1. tda-mapper-python tda-mapper-python Public

    A simple and efficient Python implementation of Mapper algorithm for Topological Data Analysis

    Python 160 21

  2. tda-mapper-java tda-mapper-java Public

    A Java library for the Mapper Algorithm from TDA

    Java 3

  3. vptree-rust vptree-rust Public

    Rust

  4. vptree-java vptree-java Public

    Java

  5. zkring zkring Public

    A Java library for load balancing and partitioning backed by ZooKeeper

    Java

  6. minilisp minilisp Public

    A minimal lisp implementation

    Haskell