PhD · ML/AI Engineer

Jack Geraghty.

PhD in multimodal machine learning from University College Dublin, focused on what happens to ML systems when an entire input modality goes missing and how we can mitigate the impact of it when it does. ML engineer at Loop Design Lab. Maintain a small family of Rust crates for audio and ML.

London, UK · Multimodal ML · DSP · Rust · [email protected]
Latest releases crates.io
  • minor audio_samples_io 2026-06-07 v0.3.2
  • patch audio_samples 2026-05-27 v1.0.11
  • minor spectrograms 2026-05-27 v1.4.1
  • minor audio_samples_streaming 2026-04-29 v0.1.0
  • patch explainable 2026-04-29 v0.1.1

Open source

All projects →

audio_samples

Rust

A high-performance audio processing library for Rust with Python bindings.

v1.0.11 2026-05-27 Read README →

audio_samples_io

Rust

A Rust library for audio input and output operations.

v0.3.2 2026-06-07 Read README →

audio_samples_python

RustPython

Python bindings for the audio_samples* suite of Rust crates

v0.5.1 2026-04-18 Read README →

audio_samples_streaming

Rust

Backpressured streaming pipelines for live audio. Tokio-based.

v0.1.0 2026-04-29 Read README →

audio_samples_ml

Rust

ML-friendly windowing, framing, and feature extraction.

v0.3.4 2026-02-11 Read README →

i24

RustPython

i24 provides a 24-bit signed integer type for Rust, filling the gap between i16 and i32. This type is particularly useful in audio processing, certain embedded systems, and other scenarios where 24-bit precision is required but 32 bits would be excessive.

v2.3.3 2026-02-09 Read README →

Selected publications

All publications →
2026
ACM MMSys 2026 · Conference
Audio Made Simple: A Modern Framework for Audio Processing
Jack Geraghty, Fatemeh Golpayegani, Andrew Hines
View paper
2025
ACM Transactions on Intelligent Systems and Technology · Journal
Learning to Associate: Multimodal Inference with Fully Missing Modalities
Jack Geraghty, Andrew Hines, Fatemeh Golpayegani
View paper
2024
TRAconference 2024 · Conference
Traffic Flow Breakdown Prediction for the M50 Motorway in Ireland
Jack Geraghty, Paul Hurlet, Maha Riad, Zakaria Sabir, Robert Corbally, Fatemeh Golpayegani
View paper