Evan Trock
About Me
My Name is Evan Trock, and I am currently a junior studying finance with minors in Computer Science and Fintech at Lehigh University. The purpose of this website is to showcase coding work I have done on my own and in classes, mainly from FIN377.(Applied Data Analytics for Finance in Python)
Portfolio
Team Project: Neural Network to Predict Stock Returns
Click on the link above to read about our Stock Predictor Project!
Natural language processing 10-Ks to identify risks
This program aimed to examine companies in the S&P 500, measure the sentiment of each company’s 10 K, and examine the returns after the 10 Ks were filed. The final results were different scatterplots to measure each given measure and a correlation table showing the strength of the connection between the sentiment and the return(Shown Below). The Variables here are the returns 3 days after and 10 days after, based on 2 different dictionaries, and sentiment around Supply chain, Risk, and Competition.
This Code is meant to do a regression on different variables against the Sales price of houses sold in Ames, Iowa, between 2006-2008
This Project preprocesses data in a pipeline, estimates a model, and hypertunes a model on a CV with training data, then evaluates the test file
Graph showing the best model:
Career Objectives
I want to break into the Fintech realm to utilize my strong quantitative and coding skills. Before entering this growing industry, I want to gain a strong background in traditional finance and see what the market looks like! In the summer of 2024, I worked as a Data Analysis intern in Milan, Italy, with E4Impact. I was able to dip my toes in the finance area and see what doing valuations was like in a real business environment.
Hobbies
I love playing golf and have been playing for 13 years now! I also enjoy exercising and am on Lehigh’s club tennis team. I am also an avid sports fan with the Mets being my favorite team, but I also closely follow the Jets, Knicks, and Rangers.
Contact Information
Personal Email: Evanrtrock@gmail.com School Email: Ert226@lehigh.edu Phone: (203)216-8981 Westport, CT
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