Data Engineer

• Aug 2022 - Present

Senior Data Scientist

• Mar 2022 - Aug 2022

Data Scientist

• Oct 2021 - Mar 2022

· Built a cost prediction microservice API deployed on AWS using machine learning models and Python's FastAPI to identify profitable potential customers and make real-time, model-driven, custom product offers.· Created an improved price sensitivity model to increase the annual profit margin of variable rate customers by leveraging customer churn prediction.· Conducted prescriptive and predictive analysis using PostgreSQL and Python visualization tools to create BI reports/dashboards.

NSF Graduate Research Fellow

• Jul 2019 - Sep 2021

· Employed molecular dynamics simulation software, enhanced sampling algorithms, and analysis techniques using machine learning methods (feature extraction, dimensionality reduction, clustering, and Markov State Modeling) to computationally investigate the molecular mechanism of circadian rhythm in bacteria. · Used Python programming and bash scripting languages for automating workflow, performing data analysis, and visualizing simulations. · Employed molecular dynamics simulation software, enhanced sampling algorithms, and analysis techniques using machine learning methods (feature extraction, dimensionality reduction, clustering, and Markov State Modeling) to computationally investigate the molecular mechanism of circadian rhythm in bacteria. · Used Python programming and bash scripting languages for automating workflow, performing data analysis, and visualizing simulations.

Tech transfer science intern

• Jan 2019 - Mar 2019

· Due diligence for bioscience and engineering intellectual property. · Drafted claims charts and NCDs, conducted prior art searches, and market analysis of potential licensees for specific technologies. · Due diligence for bioscience and engineering intellectual property. · Drafted claims charts and NCDs, conducted prior art searches, and market analysis of potential licensees for specific technologies.

Undergraduate Researcher

• Aug 2015 - Jul 2018

Experimental Nanobiophysics in Dr. Robert Ros' lab• Atomic force and confocal fluorescence microscopy• Bacterial adhesion assays• Data analysis using MatLabComputational Biophysics in Dr. Banu Ozkan's research group• Steered molecular dynamics study of WW protein domains• Undergraduate honors thesis completion• Data analysis script writing in python

Physics TA

• Jan 2018 - May 2018

Grade students’ Modern physics assignments and provide tutoring services (course PHY361)

Chemistry Laboratory TA

• Aug 2016 - Dec 2017

• instructor of general chemistry labs• facilitate a safe and professional laboratory environment • manage and grade all student lab activities and assignments• lecture proctor and course material tutor

PhysTEC Learning Assistant

• Aug 2015 - May 2016

• Facilitate an interactive introductory physics classroom• Be available to students as a mentor and tutor in-person and via email• Attend lecture and recitation to help answer students' questions • Grade student work

REU summer researcher

• Jun 2017 - Aug 2017

Theoretical biophysics; measuring the mechanical properties of a computationally engineered Beta-solenoid protein lattice using molecular dynamics simulations Publication: Baarda, R., Marianchuk, T., Tony, M., Cox, D. "In silico Stress-Strain Measurements on Self-assembled Protein Lattices" (2018) Soft Matter. Theoretical biophysics; measuring the mechanical properties of a computationally engineered Beta-solenoid protein lattice using molecular dynamics simulations Publication: Baarda, R., Marianchuk, T., Tony, M., Cox, D. "In silico Stress-Strain Measurements on Self-assembled Protein Lattices" (2018) Soft Matter.

REU summer researcher

• May 2016 - Jul 2016

Experimental single molecule biophysics under Dr. Matthew Comstock. Project title: Measuring the Folding Landscape for a Single Protein (hYAP) Under Force • single molecule force spectroscopy using optical tweezers • micro fluidic chamber assays • data analysis with MatLab • presentation of work at MSU Experimental single molecule biophysics under Dr. Matthew Comstock. Project title: Measuring the Folding Landscape for a Single Protein (hYAP) Under Force • single molecule force spectroscopy using optical tweezers • micro fluidic chamber assays • data analysis with MatLab • presentation of work at MSU

REU summer researcher

• Jun 2015 - Aug 2015

Conducting experimental biophysics research on microtubules in Dr. Taviare Hawkins lab. Project title: The Persistence Length of Microtubules with Multi-Rigidity Segments • Thin chamber, in vitro assays • Optical fluorescence microscopy • Data analysis using Matlab • Autoclaving Conducting experimental biophysics research on microtubules in Dr. Taviare Hawkins lab. Project title: The Persistence Length of Microtubules with Multi-Rigidity Segments • Thin chamber, in vitro assays • Optical fluorescence microscopy • Data analysis using Matlab • Autoclaving