Experience

VISIE Inc., Formerly Advanced Scanners

• United States
• Medical Equipment Manufacturing
• 1 - 100 Employee

• Computational Engineer

  • Aug 2023 - Present

  → Python code to interface with Kuka robot → Python code to interface with Kuka robot



Sapientai LLC

• United States
• Software Development
• 1 - 100 Employee

• Computational Lead

  • Aug 2022 - Mar 2023

  → Developed a Python-based backend for a stock price prediction framework → Engineered a forecasting model through a process involving the discovery of a PDE for each stock price time series using a sparse regression greedy algorithm, XGBoost and Bayesian parameter optimization → Used autoregression analysis to establish the optimal window size for training the model → Exhibited exceptional generalization through comprehensive cross validation on the Kaggle stock market dataset → Collaborated with a ML engineer to conduct extensive unit testing and continuous delivery integration using GitHub Actions Show less



University of Southern California

• United States
• Higher Education
• 700 & Above Employee

• Postdoctoral Research Associate

  • Nov 2020 - Jul 2022

  → Implemented a two-grid algorithm in a Python/C++ codebase with SWIG bindings, optimizing the compute time for large-scale grid problems by 50% → Utilized CMake to automate the build systems and conducted simulations on AWS EC2 instances → Created separate Python and C++ based codes for model parameter estimation from time series data using Bayesian inference → Diagnozed the performance of both MySQL and JSON in handling time series data interchange between the generation and inference modules → Utilized Markov chain Monte Carlo (MCMC) sampling using the Metropolis Hastings (MH) algorithm to infer model parameter distribution Show less



Baylor College of Medicine

• United States
• Higher Education
• 700 & Above Employee

• Postdoctoral Research Associate

  • Feb 2020 - Oct 2020

  → Implemented algorithms for short and long read sequencing using Pythonic string manipulation libraries → Collaborated with biologists to develop user-friendly code for a forensics project → Implemented algorithms for short and long read sequencing using Pythonic string manipulation libraries → Collaborated with biologists to develop user-friendly code for a forensics project



Rensselaer Polytechnic Institute

• United States
• Higher Education
• 700 & Above Employee

• Postdoctoral Research Associate

  • Aug 2019 - Jan 2020

  → Generated simulations of fluid flow to provide recommendations to a NYC based startup on design of a vertical axis wind turbine → Demonstrated a 20% power loss reduction through design improvements, focusing on the fillet region of the vertical axis wind turbine → Generated simulations of fluid flow to provide recommendations to a NYC based startup on design of a vertical axis wind turbine → Demonstrated a 20% power loss reduction through design improvements, focusing on the fillet region of the vertical axis wind turbine



Los Alamos National Laboratory

• United States
• Research Services
• 700 & Above Employee

• Postdoctoral Research Associate

  • Jan 2019 - Jul 2019

  → Collaborated with scientists to integrate a Python wrapper that implements a graph theory based reduced order model for subsurface flow and transport → Traded 3D geometry for a graph-based reduced system that was 500-1000 times faster in terms of computational efficiency for this specific application → Showed that the reduced-order model has great potential for providing operators with real-time decision-making information for optimizing hydrocarbon production → Collaborated with scientists to integrate a Python wrapper that implements a graph theory based reduced order model for subsurface flow and transport → Traded 3D geometry for a graph-based reduced system that was 500-1000 times faster in terms of computational efficiency for this specific application → Showed that the reduced-order model has great potential for providing operators with real-time decision-making information for optimizing hydrocarbon production



Siemens

• Germany
• Automation Machinery Manufacturing
• 700 & Above Employee

• Graduate Intern

  • Jun 2018 - Sep 2018

  → Collaborated with a staff scientist and product manager to develop a Python code for simulating temperature evolution in additive manufacturing microslices → Collaborated with a staff scientist and product manager to develop a Python code for simulating temperature evolution in additive manufacturing microslices