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Location: Austin, TX, USA Remote: Yes (on-site and hybrid OK) Willing to relocate: Yes Technologies: C++, Python, Go, JavaScript, Swift, Dart, Java, SQL,
by beauzo 3y ago
Location: Austin, TX, USA
Remote: Yes (on-site and hybrid OK)
Willing to relocate: Yes
Technologies: C++, Python, Go, JavaScript, Swift, Dart, Java, SQL, Node.js, Kafka, PostgreSQL, TimescaleDB, Airflow, Pandas, Dask, Spark, Terraform, Docker, K8s, GCP, Weights & Biases, Ray, TensorFlow, PyTorch, MLOps, Computer Graphics
Résumé/CV: https://beaualbiston.com/resume/resume.pdf
Email: beau.albiston@gmail.com
I have an extensive background in software development, including computer games, spacecraft avionics, nation-state cybersecurity systems, DARPA research, and ML-based products. I can flex from hands-on coding to managing managers.
I recently led an agile team of scientists and software engineers building machine learning models predicting day trader financial performance from biological signals to produce real-time automated hedge trade actions. This included designing and deploying a real-time stream processing and model inference pipeline, and an end-to-end MLOps solution, including distributed/parallel GPU-accelerated compute clusters for feature engineering, model training/tuning, model evaluation/error analysis, batch inference generation, and model serving.
Portfolio: https://www.beaualbiston.com/portfolio https://www.beaualbiston.com/portfolio