| Languages, Systems and Tools | |
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| Data Science / Engineering | Web Development |
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| Infra | Embedded Systems |
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AutonomousVehicleSimulation AutonomousVehicleSimulation Public
Used Flow, Ray/RLlib and OpenAI Gym to simulate and train autonomous vehicles/human drivers in SUMO (Simulation of Urban Mobility)
SpeechRecognition SpeechRecognition Public
Used a Keras neural network to correctly identify 1 of 30 spoken words with 95% accuracy
Jupyter Notebook
DrugMethodsOfAction DrugMethodsOfAction Public
Generated several multi-target regression models using SKLearn and CuML to predict drug mechanisms of action using cell viability and gene expression data generated through in vitro experiments.
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SanJoaquinZooplanktonPredictor SanJoaquinZooplanktonPredictor Public
Used SKLearn logistic regression to understand the relationship between San Joaquin Delta water quality and zooplankton population size
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NLP_stock_analysis NLP_stock_analysis Public
Used NLP techniques to determine the sentiment and similarity between 10-Ks which are filed annually by publicly traded companies. These similarities were used as metrics for predicting subsequent …
Jupyter Notebook 1
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