Senior Machine Learning Engineer
CurrentCurrently serve as Tech Lead of team responsible for training, evaluating, productionalizing, and monitoring machine learning models that provide scores for narrative student answers to standardized test questions. Regularly research and apply modern NLP modeling techniques and provide to customers granular model performance metrics in order to incorporate model improvements in real time. Team also responsible for maintaining operational models scoring millions of text-based student test responses annually.- Participate in regular cross-team strategic meetings with responsibilities for setting short and long-term technical improvements initiatives for automated scoring team- Serve as point person for initiative to incorporate LLM-based technologies into team's workflows and modeling strategies- Currently developing RAG framework using generative LLMs to improve and enhance internal team processes- Developed streamlined approach for training baseline models to maximize interpretability and provide practical starting point for further iterations of model training