B.S. Computer Science, UCLA · Expected 2029
Andrew Woods
I build ML systems and measure their tradeoffs. My latest project routes 8.70% of requests to an LLM, reaching 88.08% accuracy across 77 intents. My retrieval benchmark found that reranking lowered quality on two of three datasets at roughly 70 times the query latency.
Most recently: Software Engineer Intern at OmicsAI Labs, where I unified three web and AI applications on AWS EC2 and built a six-page research portal.
Experience
Software Engineer Intern
OmicsAI Labs June 2026 to Aug. 2026Remote
- Unified 3 web and AI applications across 4 Docker services on AWS EC2 behind a single Caddy ingress, isolating application ports and persisting proxy and application state with Docker Compose.
- Built a 6-page React/Vite research portal with 2 AI demo entry points, using a two-stage Docker build, Nginx SPA serving, and 30-day static asset caching.
- Adapted two Python research interfaces for reverse-proxy subpath hosting with Gradio, Streamlit, and Caddy, including long-request proxying and a 200 MB OmicsGPT request-body limit.
AI Research Intern
Georgetown University Feb. 2024 to Nov. 2025Dept. of Biostatistics, Bioinformatics & Biomathematics · Washington, DC
- Built a Python experimentation pipeline with 5.8K+ non-comment lines across 16 notebooks, integrating external APIs, graph construction, feature weighting, embeddings, and evaluation for disease-aware multi-omics modeling.
- Benchmarked 36 model/representation combinations (6 classifiers × 6 representations) with stratified five-fold cross validation on 382 samples, reaching a best reported CV AUC of 0.940 ± 0.014.
- Integrated g:Profiler across four external data sources and cached four intermediate graph/weighting artifacts for reproducible reruns across heterogeneous API response schemas.
Education
B.S. Computer Science
University of California, Los Angeles 2026 to 2029Los Angeles, CA
Coursework: Linear Algebra, Multivariable Calculus, Differential Equations, Discrete Mathematics.
Additional coursework: Data Structures & Algorithms in Python (Computer Programming 3).
Technical skills
Languages
- Python
- Java
- JavaScript
- SQL
- HTML/CSS
Web & APIs
- React
- FastAPI
- REST APIs
Infrastructure
- AWS EC2
- Docker
- Docker Compose
- Caddy
- Nginx
- Linux
- Git
- GitHub Actions
Testing & data
- pytest
- NumPy
- pandas
- scikit-learn
- Sentence Transformers
- NetworkX
Contact
Fastest way to reach me is email.
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