Tim Pinard

Senior Software Engineer and Technical Lead working at the intersection of applied machine learning, financial analytics, and large-scale system modernization.

Current Work & Focus

I focus on translating research-driven ideas into production systems, with particular interest in applied machine learning, AI-assisted analytics, and the technical challenges of evolving complex legacy platforms.

• Applied machine learning for anomaly detection and risk analysis
• LLM-backed analytics and explanation systems
• Designing and operating production ML inference pipelines
• Incremental modernization of large, long-lived codebases
• Technical leadership in ambiguous, high-impact problem spaces

Recent Technical Writing

I publish technical essays and research notes exploring applied machine learning, AI-assisted analytics, and system architecture. These pieces reflect active investigation rather than polished tutorials.

More writing can be found in the Technical Writing section. Selected experiments and code are available on GitHub.