Software Developer and ML Specialist
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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.