Resume
Resume
A quick overview of my skill set and professional history.
Download PDFAustin Phillips
Machine learning engineer focused on AI agents, production data pipelines, and applied ML systems.
Oakland, CA | austin.phillips@duke.edu (will deprecated 05/2026)
Experience
Machine Learning Engineer - Cybersecurity Platform
2025 - Present
- Designed AI agent workflows to automate data loss prevention across structured and unstructured files.
- Built production data pipelines for ingestion, transformation, and analysis at scale.
- Investigated production issues and partnered with product and infra teams on fixes.
Tech: Python, GCP, SQL, Git, YAML
Software Engineering Intern - Observability and Data Platform
2023 - 2025
- Built executive dashboards to track provisioning health and deployment velocity.
- Designed metrics pipelines and predictive models to forecast operational bottlenecks.
- Improved release-diff analysis and customer-facing reporting.
Tech: Java, Python, JavaScript, SQL, Kubernetes, Druid
Data Scientist Intern - Consumer Platform
May 2022 - Aug 2022
- Analyzed large-scale user and revenue datasets to identify key drivers for prediction.
- Built data pipelines to streamline analysis and experimentation workflows.
Projects
Guided Sheet Music Generation from Text
Built a latent diffusion pipeline to generate high-resolution sheet music from rich text prompts.
Tech: Python, Diffusion Models, Transformers
Transfer Learning for Edge Computing with BCI Signals
Studied transfer learning strategies in federated environments and evaluated CNN architectures across datasets.
Tech: Python, PyTorch
Stock Prediction with Social Sentiment
Built sentiment models and LSTM/GRU predictors deployed via a lightweight web platform.
Tech: Python, TensorFlow, FastAPI
Skills
Languages: Python, Java, JavaScript, SQL
ML/AI: Machine Learning, Deep Learning, AI Agents, Diffusion Models, NLP
Frameworks: PyTorch, TensorFlow, Keras, Scikit-learn
Data and Infra: GCP, Kubernetes, Argo CD, Druid
DevOps: Git, YAML, CI/CD
Education
Duke University
M.S. Computer Engineering (Machine Learning Track)
Jan 2024 - May 2025
Duke University
B.S. Engineering
Majors: Computer Science, Electrical and Computer Engineering
Aug 2020 - May 2024