Developed and deployed numerous models including random forest, multi-armed bandit, and logistic/linear regression. Feature selection using PCA and K-L divergence.Team member in building a SaaS platform using a microservices architecture, leveraging Kubernetes, Docker, Java, Python, Javascript, Kafka, Postgres, and MongoDB.Expertise in building production level applications. 6+ years in Python and 2 years in Java.Skilled in operation management using Ansible for AWS infrastructure.Developed and implemented numerous algorithms to support a wide-breadth of bioinformaticsprojects including: enumeration of antigen-antibody binding sites, building de novo RNAtranscripts from next-gen sequencing, and B cell structure classifiers.History of success in working under a matrix organization including multiple principalinvestigators, post-doctoral research fellows, graduate students and technicians.Authored and contributed to a number of manuscripts for publication in highly reputed scientificjournals.
Listed skills include Data Science, Data Mining, Data Analysis, Statistical Data Analysis, and 27 others.