Hayden Ratliff
ML Acceleration @ Annapurna Labs, AWS | MIT, UVA
- Role
- Software Development Engineer, Machine Learning at Amazon Web Services (AWS)
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Hayden Ratliff
I’m an August 2024 graduate of MIT’s Master’s of Business Analytics (MBAn) program, with a focus on Machine Learning, AI, and Data Science at MIT\'s Operations Research Center. I have a track record of building impactful, data-driven products, including- A document classification system that identifies important research documents, saving $5.3M/year - A GenAI chatbot that uses LLMs to answer manufacturing questions, saving 14 minutes per search - A warehouse revenue forecasting tool that improves revenue forecasting accuracy by 40% Languages: Python (PyTorch, TensorFlow, scikit-learn, pandas), R (Plotly, Shiny), Julia, SQL, Cypher, C++, Java Skills: Parallel computing, transfer (fine-tuning, RAG), supervised, and unsupervised learning, optimization, Git, Agile
Experience
Software Development Engineer, Machine Learning
Nov 2024 — Present · Seattle, WA, US
Building PyTorch-based LLM inference for AWS Neuron, a software development kit used to run generative AI workloads on AWS Trainium ML accelerators.
Education
Massachusetts Institute of Technology
Master of Business Analytics (M.B.An.)
2023 — 2024
The Bush School
High School Diploma
2015 — 2019
MIT Sloan School of Management
Master of Business Analytics (M.B.An.)
2023 — 2024
University of Virginia
Bachelor of Science (B.S.) with Highest Distinction
2019 — 2023
ISI Florence
Summer Studies
2022 — 2022
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