Computer Science · Machine Learning · Product
4th-year CS student at Swarthmore College. Co-founder of AlgoArena. Building products & publishing research at the intersection of ML and software engineering.
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A builder at
heart.
I'm driven by one thing. Technology should solve real problems. From founding a tech literacy program that's helped 1,000+ seniors navigate the digital world, to building AlgoArena, a competitive programming platform with 5,000+ problems. I turn ideas into products people actually use.
My research at UIUC and USDA ARS applies machine learning to agriculture. That means predicting chick viability with 98.8% accuracy and building interpretable tools for crop health monitoring.
I studied abroad in Copenhagen (DIS, Spring 2025) and was awarded the Medici Project Grant from the 1517 Fund. Outside of work, you'll find me on the basketball court or automating tedious tasks.
def __init__(self):
self.skills = ["Python", "C++", "Unity"]
self.passion = "Innovation"
self.location = "Signal Mountain, TN"
Researcher
ML for agriculture at UIUC, USDA ARS, and Swarthmore
Founder
AlgoArena · CityPulse · Savvy Seniors · Lock In
Competitor
ICPC 5th place · Hackathon winner · Medici grantee
Where I've
worked.
Co-Founder & Full-Stack Developer
AlgoArena, LLCCo-founded real-time 1v1 competitive programming platform (5,000+ problems, ELO matchmaking). Full-stack Next.js 14 / TypeScript / Firebase with Stripe, SendGrid, and Firestore security rules. Integrated OneCompiler API (16 languages) and AI mock interviewer (Deepseek, Cartesia TTS).
Applied ML Researcher
USDA ARS & Swarthmore CollegeEngineered time-series features for EPG analysis (FFT, wavelets, sliding windows). Optuna/SMOTE pipelines achieved 31% F1 gain via novel position-encoding features. Benchmarked MOMENT and AdaBoost with USDA ARS, Auburn, and Harvey Mudd.
Contract Software Engineer
Calibrr SocialReduced API rate limiting with debouncing and cache optimization, cutting API calls by 75%. Built profile likes, smart email notifications, and broken link reporting via EC2, AWS Lambda, and SES. 97+ commits across iOS (Swift), Laravel PHP, and AWS.
Research Assistant, REU Fellowship
Center for Digital Agriculture, UIUCML on 690 eggs' VNIR spectroscopy for chick mortality and sex prediction. Achieved 98.8% mortality and 59.5% sex accuracy (100% on confident predictions). PCA for wavelength selection addressing 6.5B+ annual culls.
Software Engineering Intern
Torchman I.P.Automated USPTO office action processing with OCR (Tesseract), regex, OpenAI API, and Selenium/BeautifulSoup. Built CSV export, summary generation, and PDF retrieval from Google Patents.
SEO Intern
Haitian Global Health AllianceExecuted Yoast SEO audit across gheskio.org. Programmatically extracted WordPress/Yoast metadata via REST API. Prioritized updates with Google Keyword Planner and aligned content to global health queries.
Selected
work.
AlgoArena
The first real-time 1v1 competitive programming platform. 5,000+ problems, ELO matchmaking, Kahoot-style classroom mode for CS educators, and AI-powered mock interviews with streaming TTS.
Lock In
Cross-platform productivity app with native Kotlin/Swift app blocking. Gamification with currency, streaks, D3.js dashboards. Firebase cloud sync, Google/Apple Sign-In, AdMob, and in-app purchases.
CityPulse
Real-time, AI-assisted community safety: live police-scanner audio through transcription and structured incidents, moderation and geocoding, map and feed, location safety scoring, and routing that can steer around dense incident areas. Firebase auth, saved places and alerts, Stripe billing, and a shared Next.js + Python (FastAPI) stack across city-specific brands.
Egg Viability Prediction
Progressive gender and mortality prediction in chicken eggs using time-series hyperspectral imaging. 98.8% mortality accuracy with transformers, meta-learning (TabPFN), and gradient boosting on VNIR spectroscopy data from 690 eggs.
Precise Swine & Dine
YOLO + morphological features for pig weight estimation (<5kg MAE). Won Livestock Monitoring Track, AI Foundry Hackathon.
Free Throw vs. Fatigue
Statistical analysis of fatigue on NBA free throw accuracy across 24 seasons and 30 teams with scraping pipelines.
PredictaCare
ML for healthcare scheduling optimization. scikit-learn, Docker, Node/Express. Showcased at Drexel Philly Codefest.
Swat Swap
Swarthmore-specific marketplace with advanced search, secure messaging, and MinIO storage. SCCS project lead.
Cave Climber
Vertical platformer with dynamic platform generation, adaptive enemy AI, and power-up mechanics in Godot.
Tech
stack.
Machine Learning
Web & Mobile
Game Dev
Beyond
code.
Savvy Seniors Tech Institute
Founder · June 2023 to Present
Founded tech literacy program serving 1,000+ seniors. Hired by Ascension Living's Alexian Village for weekly "office hours" sessions.
ICPC Team Member
5th Place · NA South Division 2
Competed at ICPC Mid-Atlantic Regional at Wilkes University, solving complex algorithmic problems under time pressure.
SCCS Project Lead
Swarthmore College · Feb 2024 to Dec 2025
Led Swat Swap project development and maintained servers with ~60 members in the Computer Society.
CS Student Mentor
Swarthmore · Oct to Dec 2024
Selected to mentor students in CPSC 31 and CPSC 35, promoting academic success and CS department engagement.
Let's
connect.
I'm actively looking for full-time SWE roles and research opportunities. Let's talk.