Machine Learning Research Scientist
CurrentResponsible for improving the AI component of Lirio's agent through research on ML algorithms, collaborating with colleagues, and publishing research findings.• Owned and pursued research agenda, resulting in several published papers• Created and implemented text intent model handling bi-directional communication with product teams• Collaborated with Behavioral Scientists on generative AI projects to evaluate an LLM's ability to encode behavioral science content• Created a new optimization algorithm for ML models, improving neural network performance with TensorFlow code available on Github• Conducted research on various machine learning algorithms and techniques to solve complex problems• Participated in the development, deployment, and enhancement of ML models, including transformer-based encoder-decoder models
