Cognitive Leap Solutions Inc.

Biostatistician

1110 South Fifth Ave. #441. Monrovia, CA 91016

• Develop and apply biostatistical theory and methodology to collect, organize, and analyze data related to ADHD assessment and treatment. Draw conclusions or make predictions based on data summaries or statistical analyses.
• Provide statistical insights to instruct feature reproducibility and interpretability to support design features in Cognitive Leap Virtual Classroom Attention Evaluation System from multiple dimension of attention and hyperactivity. Apply statistical benchmark and prototyping for hyperparameter tuning and optimization.
• Build Data Analysis Pipeline for Cognitive Leap Virtual Classroom Attention Evaluation System. Use machine learning and big data techniques to build a percentile pipeline and a prediction pipeline. A percentile pipeline compare data with normative people in corresponding age and gender group to calculate a percentile score. A prediction pipeline applies semi-supervised machine learning technology using ADHD clinical data to calculate an integrated prediction score.
• Design data analysis NoSQL database on MongoDB, and contribute to data analysis pipeline update for production data processing. Responsible for database structure design, version control, quality control and data interpretation.
• Support FDA application of Cognitive Leap Virtual Classroom Attention Evaluation System as a medical device. Develop Normative Data Collection Plan, Data Analysis Plan, and Data Validation Document.

• Master’s degree in Biostatistics or related.
• Course taken in Statistical Inference.
• 12 months of experience working as Biostatistician.

Send resume, cover letter, and academic transcript to info@cognitiveleap.com