Kyle Simon Email & Phone Number

Hanover, Pa, Us

Hanover, Pa, Us

Hanover, Pennsylvania, United States

Primary assignments of Cybersecurity and Earth & Space Science

Annapolis Junction, Maryland, United States

-Worked as Scrum Master to facilitate ceremonies in an agile scrum environment.-Designed an end-to-end machine learning pipeline using for malware classification and intrusion detection cybersecurity use cases-Leveraged industry-standard tools and technologies including AWS for compute resources, Kubeflow for pipeline orchestration, KServe for inference, and Kafka for data streaming-Structured and optimized the training pipeline by performing exploratory data analysis, feature… Show more -Worked as Scrum Master to facilitate ceremonies in an agile scrum environment.-Designed an end-to-end machine learning pipeline using for malware classification and intrusion detection cybersecurity use cases-Leveraged industry-standard tools and technologies including AWS for compute resources, Kubeflow for pipeline orchestration, KServe for inference, and Kafka for data streaming-Structured and optimized the training pipeline by performing exploratory data analysis, feature reduction, and model training using Scikit-learn and TensorFlow.-Built and deployed machine learning models (Logistic Regression, Random Forest, ANN) an automated inference service to evaluate batch and streaming data-Designed a Postgres database and schemas for feature, model, and metadata storage-Integrated automated retraining of ML models based on predefined thresholds and performance metrics from a deployed "Human in the Loop" HITL service-Established continuous integration and continuous deployment (CI/CD) pipelines using GitHub Actions to automate the deployment of machine learning models-Developed a Retrieval Augmented Generation (RAG) system for an Offensive Cyber Assistant LLM system-Integrated APIs for timed updates of RAG offensive cybersecurity knowledge base, from sources such as the National Vulnerability Database, Exploit-DD, and Red Canary's Atomics library-Implemented recursive chunking and vectorized queries to enhance the efficiency and performance of Facebook AI Similarity Search (FAISS) Show less

University Park, Pennsylvania, United States

University Park, Pa

Master Of Professional Studies, Data Science

M.Ed., Teaching And Curriculum

B.S., Secondary Education: Earth And Space Sciences

Activities and Societies: Penn State Dance Marathon National Science Teachers Association National Education Association

Education record