About
A dedicated sophomore at Carnegie Mellon University majoring in Computer Science and Applied Mathematics, I am passionate about machine learning, competitive programming, and data analysis. Seeking internships in Software Engineering and Quantitative Development, I am excited to leverage my strong mathematical foundation and coding skills. I have hands-on experience in Python, C++, Java, DBMS/SQL, and Tableau, and am always eager to explore new technologies.
Please visit my GitHub (https://github.com/PhaNtazM1337) to learn more about my projects. Feel free to connect for collaboration opportunities or tech discussions.
Full-Stack Developer.
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- Birthday: 26 Sept 2003
- Website: me.yixiu-li.com
- Phone: +1 412-334-4968
- City: Pittsburgh, PA
- Age: 20
- Degree: B.S. in Computer Science
- Email: lyx030926@outlook.com
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Skills
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Resume
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Summary
Matthew Li
Dedicated and detail-oriented full-stack engineer with 4 years of experience in software development, machine learning, and data analysis. Skilled in a range of programming languages and frameworks, I have a proven track record of leading projects to successful completion and delivering innovative solutions that enhance user experience and business outcomes.
- 4500 Centre Ave, Pittsburgh, PA
- (412) 334-4968
- lyx030926@outlook.com
Education
Bachelor of Science in Computer Science
2022 - 2025
Carnegie Mellon University, Pittburgh, PA
GPA: 4.00/4.00
Additional Major: Computational and Applied Mathematics
Selected Coursework: Parallel and Sequential Data Structures & Algorithms, Great Theoretical Ideas in Computer Science, Computer Systems, Functional Programming, Probability, Linear Algebra, Calculus III, Differential Equations, Mathematical Finance
Organizations:
- Tartan Student Fund: Analyst for student-run investment fund with $80K+ in capital (Financial Institutions Group Sector)
- Blockchain Club: Web3 developer currently working on a decentralized blogging platform where users can tip creators
Awards:
- First Place in the 2022 Cornell Trading Competition
- Top 5 Team in the 2023 CMU BSCF Hedging Contest
- Finalist in the 2021 Regeneron International Science and Engineering Fair
Professional Experience
Machine Learning Researcher
Sep. 2023 - Present
Carnegie Mellon University, Pittsburgh, PA
- Led the development and implementation of an advanced column clustering framework aimed at merging unlabeled columns from heterogeneous datasets, under the mentorship of MCS Director of Scientific Computing
- Engineered clustering model employing K-Means, DBSCAN, and Word2Vec for feature extraction on over 1,000 generated columns
- Achieved 85% success rate in accurately merging unlabeled columns
- Operated within Linux environment and handled shell scripting to generate regular expression-based training data
Software Engineering Intern
Jul. 2023 - Aug. 2023
Kingstar Fintech, Shanghai, China
- Collaborated with PhD team and implemented two-tiered anomaly detection model for the VIX index
- Improved early anomaly detection rate by 25% using using Random Forest with TensorFlow, Keras, and Scikit-learn
- Developed GRU-based 5-day risk level prediction algorithm with improved backtesting accuracy, integrated with Docker for reproducible deployment
Quantitative Analysis & Business Intelligence Intern
Aug. 2022 - Oct. 2022
HP Tech Ventures, Remote
- Conducted quantitative analysis using Pandas, R and SQL on 30+ startups.
- Employed Tableau and advanced Excel functions to craft data visualizations, resulted in a 35% improvement in business metric comprehension
- Developed and presented data-driven investment theses to team manager and executive leadership
Testimonials
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Saul Goodman
Ceo & Founder
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Sara Wilsson
Designer
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Jena Karlis
Store Owner
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Matt Brandon
Freelancer
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John Larson
Entrepreneur
Contact
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Location:
4500 Centre Ave, Pittsburgh, PA 15213
Email:
lyx030926@outlook.com
Call:
+1 412-334-4968