Languages, Systems and Tools | |
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Data Science / Engineering | Web Development |
Infra | Embedded Systems |
- San Francisco, CA
- linkedin.com/in/rlew631/
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ObjectTrackingDrone
ObjectTrackingDrone PublicDrone w/ camera gimbal controlled by Pixhawk and Raspberry Pi running OpenCV
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AutonomousVehicleSimulation
AutonomousVehicleSimulation PublicUsed Flow, Ray/RLlib and OpenAI Gym to simulate and train autonomous vehicles/human drivers in SUMO (Simulation of Urban Mobility)
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SpeechRecognition
SpeechRecognition PublicUsed a Keras neural network to correctly identify 1 of 30 spoken words with 95% accuracy
Jupyter Notebook
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DrugMethodsOfAction
DrugMethodsOfAction PublicGenerated 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.
HTML
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SanJoaquinZooplanktonPredictor
SanJoaquinZooplanktonPredictor PublicUsed SKLearn logistic regression to understand the relationship between San Joaquin Delta water quality and zooplankton population size
HTML
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NLP_stock_analysis
NLP_stock_analysis PublicUsed 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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