Ayush Saha

AI Engineer

Talent

Sacramento, SacramentoMember since February 28, 2023

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About

Driven researcher with experience developing navigation software systems for NASA CSLI satellite and analytical tools for DOE supercomputers. Awarded by Boeing and Tallo at national level for software development work and leadership. Seeking software/ data analysis/ AI internship position.

Experience

Oak Ridge National Lab, Oak Ridge, TN June 2022 – Aug. 2022

Data Analyst (supercomputer performance analysis)

Implemented machine-learning algorithms (Neural Network, Random Forest) [in Python] for prediction of E3SM supercomputer experiment runtimes (accuracy achieved: 96%), tools for clustering of experiment runtimes

Developed database automation software for Project PACE
Web-scraping APIs
Used MySQL for database information management; Used Python library SQLAlchemy for database automation processes
Tested Python libraries Keras and sklearn for general analytics of data

Analytical regression models used: KNN, Random Forest, Kernel Ridge Regression, Support Vector Machine

Clustering models used: K-means, PCA