Statistical Analysis of Influence of Body Image on Self-Esteem

Analyzed patterns of self-esteem among adolescents relative to their body image. Conducted data collection and applied statistical methods using AMOS IBM for in-depth analysis of influence factors and behavioral trends.

Credit Card Fraud Detection

Developed a model for detecting faulty transactions in credit card usage by applying data mining techniques. Utilized MATLAB for model design and testing, improving predictive accuracy in identifying fraudulent activity.

Study of Cryptography Using Mathematical Techniques

Explored cryptographic methods with a focus on digital signatures, examining various mathematical techniques to enhance data security in digital communications.

Collaborative Research: Worked at CDHAI, in partnership with the National Institutes of Health (NIH), on projects aimed at using AI and Machine Learning to advance medical science under the AIM-Ahead initiative.

  • Behavioral Analysis: Analyzed student behavior patterns for AIM-Ahead courses using Python, Tableau, and Advanced Excel, identifying key engagement drivers and bottlenecks in course structure.

  • Strategic Recommendations: Proposed actionable strategies to improve student involvement and optimize course delivery, resulting in an anticipated 20% increase in course completion rates.

  • Impact on Medical Education: Used data-driven insights to enhance the educational experience, promoting AI-driven solutions in medical education and contributing to NIH’s mission of "Turning Discovery into Health."

  • Key Skills and Tools: Applied advanced data analysis, product management, and presentation skills to communicate findings effectively to stakeholders and leadership teams.

AI in Education

Explores the transformative role of AI in education, focusing on tools such as intelligent tutoring systems, learning analytics, and custom chatbots. Analyzes emerging trends and their impact on personalized learning, inclusivity, and lifelong education, highlighting advancements from K-12 to higher education.