Projects

• Built this site to own my portfolio, control design, and learn production web tooling.
• Middleman stack with ERB templates, shared CSS, and YAML data for DRY content.
• Open-sourced on GitHub and published via GitHub Pages for a fast, public site.
• Resolved sticky/width glitches with CSS Grid minmax(0,1fr/3fr) and a CSS-only sidebar toggle.
• Unified card UI, resume PDF download, accessible headings/links; updates are one-line YAML edits.

Links:   GitHub    Download Zip

• Built adversarial pipeline in Python/PyTorch/OpenCV to apply noise and rotation distortions.
• Performed 500 + FGSM attacks (ε 0.02) on ResNet-18 to benchmark model robustness.
• Automated end-to-end workflow delivering batch inference under 1 min with structured CSV logging.
• Noise cut Top-1 accuracy 15% and combined attacks caused 85% errors; proposed defenses.

Links:   Download Zip

• Rails app for OSU used-book marketplace; Devise authentication and protected flows
• Implemented BookListing MVC with image uploads, validations, full CRUD, transaction workflow
• Built Transaction History and Wishlist features with user-scoped views and routes
• Integrated BookInformation directory; ISBN checks, metadata linking, search and filters
• Improved layout and navigation; added seed data; wrote tests and documentation

Links:   Download Zip

• Vanilla JS scientific calculator with digits/ops/parentheses, equals, memory/history; accumulator behavior.
• Prototype-based compute engine (no eval/ES6); PEMDAS, nested parentheses, sqrt/exp/trig.
• Implemented function library + display mapping; to_s formatter for readable expressions.
• Built input pipeline from data value buttons to an equation array; robust parsing, validation, and error handling.
• CSS Grid UI with side panels; responsive layout; refactored modules; tests/docs.

Links:   Download Zip

• Redesigned Prof. Eric Fosler-Lussier's site with Middleman, ERB, and vanilla CSS (no JS).
• Implemented sticky top banner and CSS-only left panel toggle; stable 1:3 grid.
• Modeled content in YAML; reusable templates; active-link highlighting and anchor navigation.
• Built publications page and sitemap; ≥3 interlinked pages; W3C-validated HTML/CSS.
• Set up GitHub Pages CI deploy; clean structure and accessibility-minded styles.

Links:   Download Zip

• Ruby web scraper for OSU News—interactive reading and cron batch HTML digest.
• Implemented Parser (find_topics, find_tag_content) and Scraper scroll; extracted titles/URLs/metadata.
• Added request handle_payload + error recovery; polite rate limiting.
• Refactored main.rb with keyword/date search; view full article or URL.
• Wrote RSpec for parser/scraper/main; improved structure and documentation.

Links:   Download Zip

• Ruby CLI Set — 12-card board, set check, replace, scoring, endgame.
• Implemented Card/Deck generating 81 cards with shuffle/draw; refactored.
• Built dealer validation & board search; no-set detection and auto-deal to keep 12.
• Co-authored main loop with multiplayer turns, input, scoring, endgame.
• Elevated quality with RSpec across modules; set use cases/sprints; enforced tested PRs.

Links:   Download Zip

• Analyzed over 10,000 football records to enhance decision-making.
• Optimized decision tree models, solving overfitting and enhancing accuracy.
• Visualized key data trends using scatterplots, bar charts, and pie charts for decision-making.
• Ranked top players by goals and assists, using offensive metrics for logical ranking.

Links:   Download Zip

• Built and deployed a CNN-based image classifier using TensorFlow and Keras with 74% test accuracy.
• Deployed real-time image prediction via a Streamlit web app.
• Created scatter plots, pie charts, and bar charts to clearly demonstrate player impact.
• Integrated feedback logging for incorrect predictions, enabling continuous model improvement.

Links:   GitHub