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California Institute of Technology
Data Scientist
June 26, 2026 – Present
monteCarloRayTrace_planar-grid_LSCs
December 5, 2021 – December 5, 2021
The full Monte Carlo ray-trace analysis (with a detailed balance model included) in order to predict the power conversion efficiencies of luminescent solar concentrator photovoltaic devices. All instructions to run the code are included in the 'mainMethod.m' and 'testingLoop.m' functions.
View ProjectLSC-FiniteElement
May 10, 2016 – May 10, 2016
Finite Element Model for micro-optical tandem luminescent solar concentrator
View Projectpvpy
March 15, 2016 – November 25, 2018
A package with routines related to the ASTM1.5G solar spectrum and solar energy.
View ProjectNeuralEvolution
April 20, 2015 – May 11, 2015
A hybridization of the Neural Networks Algorithms and Evolutionary Algorithms applied to the Facial Recognition Problem.
View ProjectParticleSwarm
March 1, 2015 – March 5, 2015
Particle Swarm Optimization Nature Inspired Computation
View ProjectDanceGeneticAlgorithm
February 22, 2015 – March 6, 2015
Integration between Nature Inspired Computation and Dance
View ProjectEvolutionaryAlgorithms
February 6, 2015 – February 21, 2015
Lab 2 for Nature Inspired Computation
View ProjectCultural Fit Analysis
The candidate's personal projects show a strong inclination towards research and theoretical applications in AI/ML and solar energy. The diversity of projects, while technically interesting, does not directly align with typical industry-focused Data Scientist roles without further context on their practical application or business impact. The current role at California Institute of Technology as 'Data Scientist' is listed as current but with a future start date, making it difficult to assess actual experience.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric or English test scores are available.