Hey, I’m Tony

I’m a student at Cornell aiming to pursue a career in quantitative trading, research, or development.

Resume

Languages and Dev Tools

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Java

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TypeScript

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Python

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Angular

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C & C++

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Node.js

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Spring

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Django

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Flask

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Solr

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PostgreSQL

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MySQL

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Docker

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Git

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GCP

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PyTorch

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Scikit-Learn

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NumPy

šŸ“ˆ Some of my favorite Projects

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LSTM Equity Trader

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A LSTM-based equity trader that allows you trade S&P 500 equities.

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All In

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A fantasy sports trading app where users can buy and sell contracts tied to NCAA game statistics.

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Resell

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Resell is an app that collects, filters, and compares different items that students want to resell in order to connect sellers with buyers and to facilitate resource utilization.

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SimPL Poker

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A game where two users can play a simple version of poker in the terminal.

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šŸ’¼ Prior Work & Leadership Experience

Company image for Stealth AI Startup

Stealth AI Startup

Co-Founder & CTO

  • Building infrastructure for AGI and solving the world's most critical problems

Aug 2025 - Present

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Millennium

Software Engineer Intern

  • Developed cross-asset search architecture and novel user personalization algorithm for search recommendations in Trading UIs
  • Designed and deployed seven custom metrics to monitor and improve autocomplete search accuracy for platform users
  • Optimized Solr equity and future query parsing, reducing post-processing overhead by 50%

June 2025 - Aug 2025

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Cornell AppDev

Backend Lead & Course Instructor

  • Lead all backend development for a team of 50+ students building apps with 12,000+ active users
  • Collaborate with iOS, Android, Design, and Marketing teams in Agile development to create and maintain apps
  • CS 1998 Course Instructor, teaching client-server architecture, database design, and DevOps to 100+ students
  • Previous Role: Backend Developer

Feb 2023 - Present

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AlgoLink

Machine Learning Engineer

  • Implemented novel recommendation algorithm utilizing Funk MF, ordinal regression, and random search for hyperparameter tuning to recommend candidates to internships/jobs given enterprise and student prior preferences
  • Wrote Python scripts to vectorize 700+ internship postings and created a PDF parser to compile a 150+ question test bank
  • Engineered multi-dimensional candidate ability assessment by training-per dimension logistic regression models on difficulty-weighted question vectors, introduced fallbacks for uniform and perfectly separable scoring scenarios

May 2024 - May 2025

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NCSA

Undergraduate Researcher

  • Utilized hyrid-diluted convolution and graph neural networks for gravitational wave detection and their parameter estimation
  • Achieved state-of-the-art performance using a 30% simplified model architecture (two misclassifications in 10+ years of data)

May 2024 - Dec 2024

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Recess

Backend Engineer

  • Developed and implemented the model for creating manual matches
  • Integrated Websocket API to facilitate rapid player interactions

Dec 2023 - Apr 2024

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GradeWiz

Full-Stack Engineering Intern

  • Designed 35+ REST API routes and relational database schema to develop the backend for an alternative AI grading platform
  • Implemented an authentication system including registration, login, and password retrieval features using the SendGrid Email API

Dec 2023 - Jan 2024

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Want to connect? Feel free to reach out

Copyright Ā© Anton Matchev 2025
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