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Hsuan-Hao Fan

● I am a Ph.D. trained in physics, with strong communication skills developed from extensive teaching experience for 5+ years; ability to work independently or as part of a team; ability and eagerness to learn new things quickly

● Superior critical thinking and creative problem solving skills developed from 6+ years of experience in quantitative analysis by implementing theoretical many-body physics (condensed-matter physics), machine learning, deep learning, statistics, or data mining

● Desire to build and develop knowledge for the firm and solve client problems

● Programming proficiency at Python, R, Matlab, and SQL; familiar with C++, Tableau, and Spark

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Selected Projects

DNA Sequences Analysis

Wrote a Python program from scratch that takes as input a file containing DNA sequences in multi-FASTA format, and made queries to find all possible open reading frames (ORFs) with given DNA sequences.

Skills: Python, Text Mining, Algorithm

Predicting House Pricing in Seattle

Used data on house sales, located in Seattle, in King County to predict house prices

Skills: Python, Tensorflow, Regression, hypothesis testing, statsmodels

Studying Test Relationships from Dognition Database

Query the test relationships between test completion and dog characteristics as well as testing circumstances in Dognition database.

Skills: MySQL, Database Modeling

Birth Study

Studied the relation between habits and practices of expectant mothers and the birth of their children from the birth records collected in 2004 and released by the state of North Carolina.

Skills: R, EDA, Hypothesis Testing

Predicting Sentiment from Product Reviews

Predict whether the sentiments about a product are positive or negative

Skills: Python, Scikit-Learn, feature engineering, Text Mining

High Performance Computing

Rewrote parts of a real-space density functional theory (DFT) FORTRAN codes for metallic cluster by implimenting OpenMP and MPI to do parallel computing on clusters in computing center, Center for Computational Research (CCR).

Selectd Projects