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bindsch/README.md

Hi, I'm Laurent ๐Ÿ‘‹

๐Ÿ“ Geneva, Switzerland | ๐Ÿ”ฌ Systems researcher and entrepreneur | ๐ŸŽ“ EPFL โ†’ MIT โ†’ MPI-SWS

C C++ Scala Python Rust TypeScript JavaScript CLI Web SQL

Leading the Data Systems Group at MPI-SWS, working at the intersection of systems, databases, and machine learning. Building infrastructure for the next wave of AI โ€” beyond single models, into agentic systems and massive-scale data.

Key Projects

  • ๐Ÿ›ก๏ธ scode โ€“ Safe sandbox wrapper for AI coding harnesses โ€” keeps your keys, credentials, and personal files out of reach

Open Source and Research Prototypes

See also: mpi-dsg for more research prototypes.

  • ๐ŸŒŠ X-Stream โ€“ Edge-centric graph processing using streaming partitions
  • ๐ŸŒ€ Chaos โ€“ Scale-out graph processing from secondary storage
  • โ›ˆ๏ธ Hailstorm โ€“ Disaggregated compute and storage for distributed LSM-based databases
  • ๐ŸŒช๏ธ Hurricane โ€“ Taming skew in large-scale analytics
  • ๐Ÿ”ฎ Tesseract โ€“ Tesseract implementation in Python
  • ๐Ÿ—ƒ๏ธ Loki โ€“ Generate databases from high-level workload statistics

What I'm Working On

  • Agentic AI Infrastructure โ€“ Building systems that let AI agents operate at scale
  • Cache Saver โ€“ LLM inference optimization framework
  • Code Intelligence โ€“ SQL-of-Thought, LoRACode โ€” teaching models to reason about code
  • LLM-Enhanced Databases โ€“ Rethinking query processing with learned components
  • Teaching โ€“ Operating Systems, Distributed Systems, and Systems for LLMs at University of Saarland

GitHub Activity

GitHub Contribution Graph

Connect

Website Twitter Bluesky LinkedIn GitHub


Philosophy

"Understand the system before you optimize it." โ€” I build data systems that scale, teach machines to reason about code, and believe the best research ships as real software.

About Me

  • Always at the intersection of research and startups, one way or another
  • PhD at EPFL, postdoc at MIT CSAIL, now group leader at MPI-SWS
  • Swiss Armed Forces veteran (IT Pioneer / Chief of Staff)
  • Passionate about bridging the gap between systems research and production infrastructure

Pinned Loading

  1. chaos chaos Public

    Chaos: Scale-out Graph Processing from Secondary Storage

    C++ 51 19

  2. x-stream x-stream Public

    Edge-centric Graph Processing System using Streaming Partitions

    C 82 42

  3. hurricane hurricane Public

    Hurricane: Taming Skew in Large Scale Analytics

    Scala 2

  4. hailstorm hailstorm Public

    Hailstorm: Disaggregated Compute and Storage for Distributed LSM-based Databases

    Scala 12 4

  5. augmented-reality-engine augmented-reality-engine Public

    Augmented Reality Engine (ARE) & Augmented Reality LIfe Organizer (ARLO) for Android

    Java

  6. scarface scarface Public

    A General Game Player written in Scala

    Java