Trevor Rollins Email & Phone Number

Denver, Co, Us

Davis, California, United States

- Developed both frontend (React/Typescript) and backend (Flask/Python) for Included Health's customized Querybook web application, a vital tool that supports easy interaction with the data warehouse.- Implemented new UI components which enable users to effortlessly create Airflow tasks from their SQL queries within Querybook.- Utilized LLMs to generate documentation of structured data in our data warehouse.- Monitor, debug, and tune large scale data pipelines (Spark, AWS Athena).-

Davis, California, United States

• Lead software development efforts at an agricultural robotics startup, specializing in autonomous fruit harvesters.• Designed and implemented pipeline for receiving, extracting and storing data from a fleet of robotic harvesters (Docker, AWS, PostgreSQL, Django, REST).• Developed a testing reliability dashboard using Prometheus, Jenkins, AWS, and Grafana, leading to a significant improvement in unit test robustness and coverage.• Architected a time-critical service to control a new conveyance system on a prototype robotic apple harvester (Python, ZeroMQ, Twisted).• Designed a network configuration for a distributed compute architecture, enabling field hardware replacement without reprogramming and reducing downtime.• Collaborated seamlessly with cross-functional teams to integrate software with hardware, fostering a cohesive development environment.• Mentor and provide thoughtful code reviews to new engineers, instilling best practices and driving team productivity.

Davis, California, United States

• Optimized and took ownership of a critical robotic sub-system within three months, reducing CPU usage by more than 75%.• Developed a PyTorch machine learning model that leverages servo motor electrical current levels, eliminating the need for photo-eye sensors, resulting in enhanced reliability and cost savings.• Streamlined the Ubuntu software development environment for fellow engineers, simplifying initial setup and usage through Debian/Python packaging, Docker, and Bash scripts.• Engineered robust, asynchronous, and event-driven Python micro-services, capable of collaborating seamlessly across computers with different architectures and OS's, providing efficient and precise robotic control through Python, Twisted, and ZeroMQ.

Livermore, California, United States

• Applied NLP techniques and LLMs (BERT) to technical text data for cyber security applications using TensorFlow, Scikit-Learn, spaCy, and NLTK.• Developed ETL pipelines with Luigi, effectively processing large volumes of text data and fine-tuning a BERT language model (Python, Gensim, spaCy, NLTK, Pandas, NumPy), resulting in faster and more efficient data preprocessing and model training.• Conducted reviews of machine and deep learning literature, with a focus on natural language processing, translating research into practical implementations.• Spearheaded the development and management of internal Python libraries for data processing.• Performed in-depth statistical analysis of cyber security emulation experiments using Python (Scikit-learn, SciPy, NumPy, Pandas), uncovering critical insights.• Worked with Elastic Search for housing data from these experiments

Albuquerque, New Mexico, United States

Roseville, California, United States

South San Francisco, California, United States

Vacaville, California

Davis, Ca

Davis, Ca

Master Of Science - Ms, Computer Science

Emphasis in ML/AI

Bachelor Of Science - Bs, Biological Sciences