Scott Lawson

Background

About Scott Lawson

I'm a software engineer focused on distributed systems, ML infrastructure, and high-throughput data pipelines. At AbCellera, I built reliable pipelines that handled hundreds of terabytes of streaming scientific data, deployed and monitored ML models with automated validation and reproducibility, and connected real-time hardware with cloud services. Earlier, I shipped backend features for a SaaS platform (Go, PostgreSQL, Kafka) and worked on performance-critical control systems and firmware in C++/ARM.Outside of work, I build systems for fun like renderers, real-time multiplayer, and audio/DSP, because I love learning and there's something genuinely incredible about making software systems. I tend to work end-to-end: data modeling, pipeline design, ML deployment, observability, and performance tuning across cloud and on-prem/HPC.Specialties: ML data pipelines; ML infrastructure; streaming/real-time systems; C++/Go/Python; PyTorch/TensorFlow; PostgreSQL/Redis; containers/CI/CD; observability; AWS/GCP; HPC.