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Start for FreeTyler Hutcherson
Applied Ai Engineering Manager @Redis
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WORK HISTORY
Applied Ai Engineering Manager @Redis
AI forward-deployed engineering team focusing on customer workloads & AI ecosystem projects that create mutual value.
EDUCATION
University of Virginia
Master of Science (MS), Data Science
University of Virginia
Bachelor of Science (BS), Physics
SKILLS
ABOUT TYLER HUTCHERSON
I wear several hats: engineer/dev, researcher, designer, writer, quarterback, salesman. My focus is on taking big ideas to production through developing AI/ML native software, writing thoughtful documentation, engaging with stakeholders + customers, and designing systems that power modern, real-time applications. Currently, I\'m building the next generation of these apps with Redis. Ask me what we\'re up to!Areas of Focus:* Vector Space Modeling: Embeddings, Transfer Learning, Recommendation Systems* Vector Database Applications* Generative AI including LLMs, RAG, and Semantic Caching* ML Feature Stores* End-to-end Machine Learning and ETL Pipelines* Microservices Architectures* Kubernetes & Docker Swarm* Backend REST APIs and WS messaging frameworks* Redis, MongoDB, Postgres, Cassandra* Distributed Computation: Ray, Dask, Spark* Apache Airflow* Graph-based Analytics* Classification, Regression, Clustering, Sequential Modeling* Google Cloud Platform & AWS & Azure
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