Aidan Allchin
Senior AI Research Scientist at Tanium
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolAidan Allchin is an AI research scientist in San Francisco with nine years of engineering experience and an MS in Computational Data Analytics from Georgia Tech. He builds production-ready agentic systems and secure, containerized runtimes, with recent work focusing on long-horizon task benchmarks, RL policy optimization, and representation learning for large-scale systems data. His projects span self-hosted ambient AI assistants that orchestrate multi-device execution and certificate-based device authentication to cost-efficient, AI-driven ETL and migration pipelines that saved hundreds of thousands of dollars. Comfortable across the stack—from Postgres/RabbitMQ infrastructure and custom ORMs to PyTorch models and TypeScript frontends—he blends research rigor with pragmatic engineering. Notably, he engineered an Innovation Hub Predictor over 2.5M+ patents achieving strong predictive performance and pioneered agent handoff and large-context templating techniques to reduce inference costs.
10 years of coding experience
4 years of employment as a software developer
Master of Science - MS, Computational Data Analytics, Master of Science - MS, Computational Data Analytics at Georgia Institute of TechnologyBachelor's degree, Economics, Bachelor's degree, Economics at Brown UniversityTook two semesters away from Brown University during Covid to pursue advanced songwriting and music production techniques remotely., Took two semesters away from Brown University during Covid to pursue advanced songwriting and music production techniques remotely. at Berklee College of MusicLakeside High School
Github Skills (13)
git-workflow8
python7
agentic7
claude6
client-library3
flask2
authentication2
sdk2
django2
fastapi1
scim1
saml1
auth1
Programming languages (1)
Github contributions (5)
AidanAllchin/ParkIt
Feb 2018 - Jun 2018
Contributions:208 commits, 141 pushes, 1 branch in 4 months
sky-ai-eng/triage-factory
Apr 2026 - Jul 2026
Contributions:2 releases, 18 reviews, 144 PRs in 3 months
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