© 2023 Melissa Hazlewood
Implemented a new design and added more updated achievements and projects to my personal website. Utilized Bootstrap for responsive layout.
Started building a computer vision system to detect and classify plant states, aiming for a fully automated smart garden.
CNN model used in final FDA submission for robotic surgery system at Bionaut Labs, approved in early 2025.
Successfully completed the FDA design verification process for the robotic surgery system at Bionaut Labs.
Created a multi-model ONNX artifact workflow using GitHub Actions and JFrog Artifactory to streamline the deployment process of machine learning models trained for the different stages of robotic surgery at Bionaut Labs.
Achieved 95%+ accuracy in bot localization and orientation prediction by improving the quality and diversity of the training dataset by implementing contrast-based data preprocessing and frame selection techniques for detection models used in robotic surgery at Bionaut Labs.
Reverse-engineered high-speed camera firmware to boost performance from 60fps to 500fps.
77% reduction in prediction errors by rebalancing training data and real-time filtering.
Migrated multi-terabyte experiment data to Azure Cloud, reducing storage costs by 98%.
Led a team to deliver the fully implemented PyTest plugin for software design verification, reducing process time from weeks to milliseconds.
Designed and implemented GitHub Actions workflows for continuous integration and deployment of application code at Bionaut Labs, leading to ~$100 per month in cost savings via storage optimization.
Designed and developed a proof-of-concept PyTest plugin to automate software design verification, promising drastic improvements in efficiency during the FDA design verification process.
Reverse-engineered high-speed camera firmware to boost performance from 60fps to 500fps.
Led technical documentation, product demos, and acted as ad-hoc SCRUM master, contributing to millions in funding and facilitating project success. These responsibilities continued throughout my tenure at Bionaut Labs.
Started software engineering position at Bionaut Labs.
© 2023 Melissa Hazlewood