Sotabase

Career

· Senior Machine Learning Research Engineer, Genesis Molecular AI2025–
· Instructor For Introduction To Statistical Hypothesis Testing, Massachusetts Institute of Technology2024–2024
· Machine Learning Research Scientist, Meta2024–2025
· Machine Learning Research Intern, Genesis Therapeutics2023–2023
· Teaching Assistant For Introduction To Statistical Data Analysis, Massachusetts Institute of Technology2023–2023
· Applied Research Data Science Intern, LinkedIn2021–2021
· PhD Student, Massachusetts Institute of Technology2019–2024
· Machine Learning Course Assistant (6.036), Massachusetts Institute of Technology2018–2018
· Masters Student, Massachusetts Institute of Technology2018–2019
· Undergraduate Researcher, Massachusetts Institute of Technology2018–2018
· Undergraduate Researcher, Massachusetts Institute of Technology2016–2018

Publications (76)

Risk of Myocardial Infarction in Anticoagulated Patients With Atrial Fibrillation.
Journal of the American College of Cardiology · 2018
54
cited
Prediabetes Defined by First Measured HbA1c Predicts Higher Cardiovascular Risk Compared With HbA1c in the Diabetes Range: A Cohort Study of Nationwide Registries
Diabetes Care · 2021
25
cited
Outcomes Among Patients With Atrial Fibrillation and Appropriate Anticoagulation Control.
Journal of the American College of Cardiology · 2018
23
cited
Antithrombotic Therapy and First Myocardial Infarction in Patients With Atrial Fibrillation.
Journal of the American College of Cardiology · 2017
22
cited
Cardiovascular Outcomes with GLP-1 Receptor Agonists Versus SGLT-2 Inhibitors in Patients with Type 2 Diabetes.
European Heart Journal - Cardiovascular Pharmacotherapy · 2021
22
cited
Rivaroxaban Versus Apixaban for Stroke Prevention in Atrial Fibrillation
Circulation. Cardiovascular Quality and Outcomes · 2020
20
cited
Assessing absolute stroke risk in patients with atrial fibrillation using a risk factor based approach.
European Heart Journal - Cardiovascular Pharmacotherapy · 2020
18
cited
Impact of plasma potassium normalization on short-term mortality in patients with hypertension and hypokalemia or low normal potassium
BMC Cardiovascular Disorders · 2020
17
cited
Ventricular rate in atrial fibrillation and the risk of heart failure and death
Europace · 2023
17
cited
The Importance and Role of Multiple Risk Factor Control in Type 2 Diabetes
Current Cardiology Reports · 2019
15
cited
Outcomes Associated With Familial Versus Nonfamilial Atrial Fibrillation: A Matched Nationwide Cohort Study
Journal of the American Heart Association : Cardiovascular and Cerebrovascular Disease · 2016
12
cited
Serial troponin-T and long-term outcomes in suspected acute coronary syndrome.
European Heart Journal · 2022
12
cited
Temporal trends in patient characteristics, presumed causes, and outcomes following cardiogenic shock between 2005 and 2017: a Danish registry-based cohort study.
European heart journal. Acute cardiovascular care · 2021
9
cited
Contacts With the Health Care System Before Out‐of‐Hospital Cardiac Arrest
Journal of the American Heart Association : Cardiovascular and Cerebrovascular Disease · 2021
8
cited
Switching from Vitamin K Antagonist to Dabigatran in Atrial Fibrillation: Differences According to Dose.
European Heart Journal - Cardiovascular Pharmacotherapy · 2019
5
cited
Thromboembolism and bleeding in patients with atrial fibrillation and liver disease - a nationwide register-based cohort study: Thromboembolism and bleeding in liver disease.
Clinics And Research in Hepatology and Gastroenterology · 2022
5
cited
Efficacy and safety of oral anticoagulants according to kidney function among patients with atrial fibrillation.
European Heart Journal - Cardiovascular Pharmacotherapy · 2024
4
cited
Registered prodromal symptoms of out-of-hospital cardiac arrest among patients calling the medical helpline services.
International Journal of Cardiology · 2022
4
cited
Temporal changes in risk of cardiovascular events in people with newly diagnosed type 2 diabetes with and without cardiovascular disease.
Journal of diabetes and its complications · 2022
4
cited
DOAC discontinuation among patients with atrial fibrillation according to gender and cohabitation status; A Nationwide Cohort Study.
European Heart Journal - Cardiovascular Pharmacotherapy · 2021
3
cited
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