Utilizing R (DESEQ, MatchIt) and Python on 10,000+ genes, 4 treatment groups and covariates to create well-matched derivation and validation cohorts. Using machine learning models (XGBoost, RandomForest) to classify diagnoses based on gene expressions for stroke patients.Increasing model accuracy through hypertuning parameters with GridSearchCV and RandomSearchCV.Reducing overfitting and underfitting by plotting and analyzing Log-loss and AUC curves.Choosing top important genes using SelectKBest, random sampling, and the model’s important features.Plotted and analyzed confusion matrices (both with and without covariates for each diagnosis) to understand the model’s predictions. Working on publishing a paper and experimenting with gene ontology.

Strategically organized, planned, and designed the theme for the largest mental health conference in Northern California.Contacted and recruited keynote and workshop speakers to participate in the mental health conference.Planned and designed the theme for Mental Health Awareness month in May where there were 2 mental health events per week.

Supervised 100+ undergraduate volunteers and professional students while leading a clinic board comprised of 20+ members. Led and prepped clinic interview cycles, conducted weekly Monday night classes, organized clinic schedule for all quarters, tracked health clearances.Collected data from patients and volunteers and used this data to create insights and actionable changes on clinical protocols and processes. Successfully created and updated standard operating procedures (SOPs) and developed trainings for 14 clinical positions including vaccine clinic. Primary communication contact for all undergraduate volunteer and med students for all clinical and logistical questions.

Planned clinic days by organizing the patient schedule, confirming patient appointments, ensuring labs were completed and lab results were received on time. Coordinated with medical student, preceptors, and undergraduate volunteers to ensure clinic tasks were being completed so the clinic day would run smoothly.Scribed for vaccine clinic, developed vaccine clinic protocol, oversaw equipment and vaccine storage and maintenance. Point of contact if there was an emergency, the patient had a concern or a question, there were technical difficulties, and more.Led monitor interview cycles, trained new monitors, and led monitor meetings.Managed primary care and dental clinic inventory.

Managed and spearheaded the billing and data retrieval for over 2000 patients that were vaccinated at Shifa during COVID-19.Planned and managed a variety of health education resource and referral projects by leading a committee of 15-20 members.Enhanced the health education position by creating a referral process with Unite Us and creating protocol and training for it.

Initiated and designed Humans of Davis, an online initiative that helped bring awareness to mental health issues and decrease feelings of isolation amongst college students during COVID-19.Contacted speakers and organized numerous events and panels throughout the school year in order to encourage the destigmatization of mental health in the MENASA communities.Created stickers to help fundraise for BMP.

Graded students' work and helped them out with classwork and homework.