Bio
Hi, I’m Yoshihiro Hori, a ML engineer at SyntheticGestalt, where I read papers, build models, manage data pipelines, and set up and maintain infrastructure.
I’ve worked with a variety of data that are used to build predictive models, including images, videos, protein sequences, and molecular structures, ranging from thousands to tens of billions of records.
As I spend more time as a practitioner, I’ve become increasingly fascinated by the software ecosystem that makes it all possible. As such, I’m contributing to conda-forge by night and also fiddling around with Nix in my spare time.
Technical Skills
Infrastructure & Orchestration
- Terraform (primarily for building k8s clusters)
- Kubernetes
Data Engineering
- Data Orchestration
- Dagster
- Data Transformation
- Ray (Ray Data)
- Data Wrangling
- PySpark/DuckDB/Polars etc…
Machine Learning
- Developing Models
- PyTorch
- Serving Models
- Ray (Ray Serve)
- Selling Models
- Amazon SageMaker
Hobbies
- Riding bicycles
- Climbing boulders
- Brewing coffee
Contact
- GitHub: yhori991
- LinkedIn: yoshihiro-hori-95976619a