SignLingo: Sign Language Interpreter

Development of an interpreter application which leverages computer vision to detect and track hand signs captured by a camera, while utilizing machine learning techniques to accurately classify the letter.


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Food Insecurity through Big Data Analysis

Methodology to explore the food insecurity problem in NYC by leveraging Apache Spark and Google Cloud Dataproc to quickly and efficiently parse through ~10 GB (9.2 million rows) of data in less than 2 minutes.


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Foogle: The Next Gen Search Engine

Creation of a search engine that compiles the results from other major search engines, such that it enables refined secondary searches, reduces the bias of search results by introducing a keywork ranking algorithm, and removes ad results.


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Covid-19 Efficacy Dashboard

Dashboard to explore the effect of different vaccine efficacies on Covid-19 breakthrough and protection rates in various countries.


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In-Hospital Mortality Prediction

Classification models, which uses data obtained from patients admitted to the ICU for Heart Failure, to predict whether a patient will experience in-hospital mortality.


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Popular Songs Statistical Analysis

Statistical analysis (confidence intervals, central limit theorem, distribution modeling, hypothesis testing, etc.) of Spotify All Time Top 2000 Songs list.


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Interested to learn more?

Explore my GitHub page to discover the repositories of the projects I have been involved in. Additionally, you can review my resume and delve into my journey and accomplishments on the About Me page.

Want to connect?

Connect with me through LinkedIn, or reach out to me via email or phone number.

Email

allenlau3@outlook.com

Phone

(484) 855-9707