TECHNICAL PROJECTs
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CLickbait Classifier
CLickbait Classifier
Application of support vector machine
modeling to classify clickbait vs. non-
clickbait social media headlines
TOP HIT PREDICTOR
TOP HIT PREDICTOR
Using natural language processing techniques to determine song popularity & classify a hit song.
VIEWs PREDICTOR
VIEWs PREDICTOR
Created a video views predictor based off of the key features of today's most popular youtubers.
TWEETs SENTIMENT ANALYSIS
TWEETs SENTIMENT ANALYSIS
Using a combination of sentiment analysis and NLP to interpret Trump's tweets pre and post election.
CRIME DATA exploratory data analysis
CRIME DATA exploratory data analysis
Exploratory Data Analysis (EDA) of UCPD Crime Data to make appropriate insights and visualizations.
SPAM EMAIL CLASSIFICATION
SPAM EMAIL CLASSIFICATION
Using logistic regression to create a Spam vs. Non-Spam email model
SF PARK DATA Normalization
SF PARK DATA Normalization
Turned messy SF Park data (locations and ratings from multiple years) into a clean normalized (1-3NF) tabular form.
arduino robotic car
arduino robotic car
Created a transportable & low-cost interactive, replicable robotic car that allowed undeserved students hands-on exposure to hardware (e.g. circuits) , programming (e.g. Arduino), & science (e.g. physics) that was implemented into Bay Area K-12 schools.
TECHNICAL CURRICULUM
TECHNICAL CURRICULUM
Created data science and data analytics curriculum for learners ranging from beginners to advanced.