Navyada K. Email & Phone Number

Pioneering incorporation of AI/ML into clinical and commercial pharma data platforms by introducing three models:- Smart Trial Design: Random forest model fit to 150,000 clinical trial designs predicts likelihood of user-designed trial's successful completion. Model surpassed accuracy benchmark set in prominent scientific paper by 5%. Visualized model outputs using SHAP values and D3.- Intelligent Data Review: Generative AI (GAN architecture) for anomaly detection in SDTM data. Autonomously preprocessed data, built deep learning model using Keras and TensorFlow, and deployed with AWS. Demonstrated and presented end-to-end model function live to technical pharmaceutical audiences.- Claims Data Chatbot: Integrated local LLMs to enable natural language queries on insurance claims data, leveraging SQL for big data processing and ensuring protection of sensitive information. Designed frontend with React.

Seoul, South Korea

- Use Jupyter Notebook and Python to build regression, neural network, and deep learning models that predict performance and efficiency using data collected from 10,000+ tasks over 3 years - Research, outline, and test algorithmic processes behind generating and optimizing floor plans according to the needs of potential clients

Los Angeles, California, United States

- Sharpened a YOLO object detection model to accurately recognize doorways and traffic cones in videos with the goal of examining how deep brain stimulation in epileptic participants can enhance episodic memory during navigational tasks.

- Researched and designed a white paper on nuances behind creating an intuitive haptic language understood by blind communities during navigation tasks.

Los Angeles, California, United States

- Utilized Excel and SQL to analyze retrospective time series data from 3,400 warfighters to understand how demographics, experience, and voluntary motivation in conjunction with current physiological and psychological measures can predict training course completion and enhance performance.

Master Of Science - Ms, Applied Data Science

Relevant coursework: Machine Learning, Data Science at Scale, Data Mining GPA: 3.95/4.00

Bachelor Of Science - Bs, Neuroscience

Activities and Societies: Trojan Shelter, Delta Omicron Zeta, Global Fellows, Trojan Health Volunteers, Hellions of Troy Graduated Magna.

High School Diploma

Activities and Societies: Biomedical Sciences Academy