Dylan Tran Email & Phone Number

Austin, Texas, United States

Austin, Texas, United States

- Built a low-latency PCAP replayer for our production apps for reliable and reproducible testing in C++. Used my tool to find and verify latency improvements. - Designed and implemented a novel high-performance hashmap that performed unsuccessful lookups, insertions, and deletes in 40ns, 78ns, and 70ns (measured in production setting) using a robin-hood collision strategy and flat-hashtable design with data compression to create a cache-friendly table with a fair amortized expansion policy (to prevent single expensive operations) in C.

Oakland, California, United States

- Improved the translation feature pipeline by building a unicode sentence segmentation algorithm, language chunk merge algorithm, and more.- Built an automated system in Java and Typescript to detect, calculate, and notify users about billable deletion overages.

Claremont, California, United States

Conducted Time series analysis using Pandas and Statsmodels to find correlations between commonly accepted economic indicators such as unemployment rate, housing unit start, DOW, and NASDAQ.- Created Python package that provided methods to read CSV files, sanitize data, remove trend and seasonality, and calculate pairwise sliding window correlation between a set of time series.- Concluded that the unemployment rate can be used to predict the DOW's behavior two years in advance and publicly presented my finding.

Claremont, California, United States

Tutoring and grading for Single & Multivariable Calculus, and Data Structures and Program Development.

Claremont, California, United States

A student-run project with the goal to perform binary classification for cancer on positron emission tomography (PET) scans. - Designed the pre-processing pipeline to normalize light intensity across different images and create distinctions between brain structures. - Constructed a CNN to identify regions of the brain with abnormal levels of activity.

Claremont, California, United States

- Virtually tutored first-generation college students in a variety of STEM topics: biology, chemistry, computer science, and math. - Reviewed and gave advice on students' college essays.

Boca Raton, Florida, United States

Worked in the Department of Computer Science to perform medical imaging research. - Analyzed and applied models to biological images using computer vision. - Constructed CNN models for the multiclassification of diabetic retinopathy. - Perform numeral analysis to determine the benefit of W-net architecture for 3D segmentation. - Wrote a python script to organize 10,000 images.

West Palm Beach, Florida, United States

- Worked with the salon's owner to build a website from scratch to display information and photos.- Designed and deployed a web application that allows clients to request services on a dynamic calendar streamlining the booking appointments process. Technology: HTML/CSS, Node.js (Express), and MongoDB

Bachelor Of Science - Bs, Mathematics And Computer Science

GPA: 3.76. Dean's list

Math, Science, And Engineering / Computer Science Programs

Activities and Societies: Mu Alpha Theta Webmaster and Competitive Algebra 2 Coach; Computer Club; National Honor Society and Swimming.