Non-proportional hazards (NPH) have been observed recently in many immuno-oncology clinical trials. Weighted log-rank tests (WLRT) with …

Recurrent event data are widely encountered in clinical and observational studies. Most methods for recurrent events treat the outcome …

Experimental study of the role of disorder in protein function is challenging. It has been proposed that proteins utilize disordered …



Oncology Intern

Sanofi U.S.

Jun 2019 – Aug 2019 Bridgewater, New Jersey

Research Assistant

Kidney Epidemiology and Cost Center, University of Michigan (UM-KECC)

Sep 2015 – Present Ann Arbor, Michigan
  • Collaborated with doctors, epidemiologists, economists, analysts, and other statisticians to evaluate the Comprehensive End-Stage Renal Disease Care Initiative.
  • Developed, implemented and evaluated the statistical methods used in the project.
  • Supported the group by troubleshooting the codes, validating data, preparing quarterly reports, and presenting to the group.

SAS Instructor

Biostatistics, University of Michigan

Sep 2015 – Dec 2015 Ann Arbor, Michigan

Research Assistant

Molecular, Cellular, and Developmental Biology, University of Michigan

Sep 2012 – Apr 2014 Ann Arbor, Michigan
  • Directly evolved a small periplasmic chaperone Spy in E. coli using an antibiotic resistance linked bio-sensor
  • Identified 6 mutants with significantly enhanced performance in refolding substrate proteins
  • Conducted experiments like random mutations, quantitative western blotting, PCR, SDS-PAGE, preparing competent cells, cloning, protein expression, protein purification, and light scattering.

Teaching Assistant

Molecular, Cellular, and Developmental Biology, University of Michigan

Sep 2012 – Apr 2014 Ann Arbor, Michigan
  • Led discussion sessions and labs (Bio 172 and Bio 173), evaluated student assessments, and hosted office hours


Quickly discover relevant content by filtering publications.
(2019). An Integrative O-E CUSUM Chart for Mortality Outcomes.. In Preparation.


(2018). MicroRNA signatures in diagnosis and prognosis of cutaneous T-cell lymphoma. In Journal of Investigative Dermatology.

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(2016). Visualizing chaperone-assisted protein folding. In Nature structural & molecular biology.

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(2014). Super Spy variants implicate flexibility in chaperone action. In Elife.

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(2011). Synthetic Clonal Reproduction Through Seeds. In Science.

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