I contribute to a research initiative that explores how emotions impact decision-making, with a particular focus on long-term memory. My work centers on analyzing language data to understand the relationship between emotional word norms and their usage in text. I develop scripts that examine how emotional characteristics of words relate to their log frequency and position within a corpus. As part of this project, I design and implement regression models that correlate emotional norms with linguistic features. This analysis helps uncover how emotionally charged language influences memory and decision-making processes, offering insights into the cognitive mechanisms behind emotional interpretation in language.

At Medium AI, I was actively involved in the full-stack development of a medical scribe platform, leveraging React and JavaScript to optimize user experience and scalability. In collaboration with the AI research team, I contributed to the design and implementation of a DirectRAG model that transformed transcripts into precise, medical-grade documentation. This role allowed me to merge advanced AI technology with intuitive design, addressing real-world challenges in medical documentation

At Northbridge Insurance, I focused on developing AI-driven solutions, particularly in the realm of chatbot and data automation. I built an intelligent chatbot designed to translate natural language into SQL queries, using open-source large language models (LLMs) and advanced prompt engineering techniques. By integrating Retrieval-Augmented Generation (RAG), the chatbot could clarify user inputs and offer adaptive responses, enabling seamless interaction with complex databases. Leveraging the Cortex API, I enhanced the chatbot's precision by 40%, ensuring it provided contextually accurate, data-driven answers. This innovation improved internal data accessibility, empowering users to make informed decisions efficiently. Additionally, I deployed these advancements through intuitive web applications with Streamlit and React, optimizing user experience and workflow productivity

As an Internal Outreach Director, I lead initiatives to engage and inspire students within our organization, fostering a collaborative and inclusive environment. I coordinate and promote events that bridge interdisciplinary interests in computer science, AI, and ethics, helping students connect with opportunities, gain insights, and develop a network for career and academic growth. My role involves liaising with team members to organize impactful events, streamline communications, and build lasting connections within the community.