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Data Science
Imposter Blocker Inc.
Co-Founder
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Security Startup to provide alert reports by detecting ongoing
phishing campaigns using computer vision
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Exhibited at Forbes Under 30 Summit 2018
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Won two final awards @ Global Demo Day, SF - Angelhack Accelarator program
Website
Pitch Deck Video
Predicting California Wildfires
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Use weather data to predict size of wildfires in California
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Implement classification models using Scikit-Learn
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Project Report : https://goo.gl/DMgRwa
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Tools Used : Python, Scikit-Learn
Paper
Predicting Dengue Spread
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Rank top 10% on DrivenData.org worldwide competition to predict dengue spread due to climate conditions
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Perform data wrangling, statistical modelling, feature
selection and model training
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Tools Used : Python, Scikit-Learn
Published Report
The UW Marijuana Study
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Completed study at UW and US national level to study the consumption and effects of Mariujana in youth
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Calcuated odds rations and relative risks for marijuana related exposures and outcomes
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Tools Used : Python, Webflow-io, Health Informatics
Project Website
Clustering Brand websites
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Scrape websites for their text
- Use text as features on K-means clustering
- Identify clusters representing brand categories (e-commerce, finance, health etc)
- Tools Used : Python, Scikit learn, AWS
Brand Extraction from Ad Images
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Implemented OpenCV algorithms to extract brand images from advertisement images
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First Approach was to use template matching to identify a known logo in Ad Images
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Second approach was to use Google's tesseract API to extract text from Ad images
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Tools Used : Python, OpenCV (SIFT Matching), Google Tesseract
Medium Article
Web Development
Tab Groups
Chrome Extension
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A chrome extension that lets users create and save
workplaces with multiple urls to open at once later.
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Released on Google Chrome Web Store
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Tools used: Typescript, NodeJS, HTML, CSS
Check it out
Delta Upsilon Fraternity Website
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Created website to facilitate chat channels, create polls,
view calendar and barcode scanner to check-in for events
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Tools used: Javascript, ReactJS, Firebase, HTML, CSS
Check it out
Research Portfolio
Dr. Zin Z. Khaing
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Created web portfolio for Research Assistant Professor Zin
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Tools Used : CSS, HTML, Bootstrap
Check it out
Kharb Hospital
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Created website from sratch for a private hospital in Jind, India
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Tools Used : HTML, CSS, JS
Check it out
Mock websites for scraping
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Built a mock airline review, and e-commerce website to facilitate web scraping in marketing research
- Tools Used : HTML, CSS, JS
Mock airline reviews
Mock E-commerce
TranspoFare
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A webapp to compare fares and carbon footprint for different transportation options like Public transport, Uber, Lyft etc.
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Tools Used : HTML, CSS, JS, Uber, Lyft and Google API for real time prices
Web App
Made with
by Saurav