Washington DC-Baltimore Area
I'm a Data Science M.S. at American University specializing in NLP, machine learning, and large-scale data systems. I'm drawn to problems where language, ethics, and data intersect, and I care about building AI that is not just accurate, but interpretable and responsible. My recent work reflects this focus. I built a multi-dimensional ethical analysis pipeline for AI-generated fake news combining a DistilBERT-based ethics classifier, a HateXplain toxicity model, and UNESCO AI Ethics principle mapping via sentence embeddings to surface not just what is harmful, but why. On the data engineering side, I've processed 445GB+ of Reddit data using Spark on AWS to study how online communities responded to the rise of generative AI in real time. Beyond research, I've applied these skills in industry: at Ciena, I extracted and analyzed access control data across 20+ internal systems, built Power BI dashboards for internal audit monitoring, and identified security risks through structured data joins and anomaly filtering. I'm actively seeking full-time roles in NLP Engineering, ML Engineering, or Applied AI particularly at organizations working on language models, responsible AI, or large-scale data systems.
-Assist with research on sustainable economic development. -Contribute to ongoing projects exploring the intersection of economics and sustainability.
Math & Stats Lab Tutor -Provide online tutoring support for students in R, Python, and SQL, focusing on statistical software applications. -Offer scheduled weekly sessions (4 hours) dedicated to helping students with data analysis, programming, and troubleshooting. -Deliver one-on-one guidance by appointment, supporting students’ coursework and research needs. -Strengthen communication and teaching skills by explaining technical concepts in an accessible way.
-Conducted audits of employee access rights to enterprise software systems, ensuring compliance with data security policies and strengthening internal controls. -Analyzed internal datasets to identify when and how data analysis is needed for process improvement and decision-making. -Gained hands-on experience with office tools and reporting systems while improving time management and professional communication skills. -Collaborated with audit team members and received mentorship that enhanced both technical expertise and professional growth. -Developed understanding of the organizational cycle of data security management and the importance of regular data validation.
Spring 2025 (Jan – May) and Fall 2025 (Sep – Dec): Rehired for the same role -Supported event operations before, during, and after conferences by setting up meeting spaces according to event requirements. -Delivered customer service to guests and attendees while assisting with event logistics. -Reported and resolved event-related issues to ensure smooth operations. -Collaborated with the Conference & Event Services team to complete additional tasks as needed.
web developer | spring | GeoServer | javascript | JSON | DBeaver | Tomcat | Deagu province industrial complex project - Create a page where the customer inquires about the analysis and manage the data. - Using JavaScript, information on the homepage visit record is shown in graphs by time and by classification. - Document and publish test records for reporting to project manager - Communicate with project managers and senior developers to determine and resolve the customer's requested modifications - Using GeoServer to visualize Korea's train and subway map information on the web