“Optimal development balances swift execution with enduring maintainability.”

I’m a Software Engineer @ UNC Chapel Hill, obsessed with teaching AI and automation to do meaningful things at scale.
When I’m not debugging, I’m automating, designing, or reducing a three‑month workflow down to four minutes.

🧠 I love building things that:

• Make people radically more efficient.
• Blend AI + Systems thinking.
• Prove that well‑crafted code earns its keep.

• 🔮 Jobbernaut — AI‑driven job search suite; 30 min → 30 sec resume tailoring.
• ⚙️ SQuire (Trainee KNighter) — Synthesizing Linux kernel bug checkers with LLMs.
• 🧩 MatchWise — ILP optimization tool that solves NP‑hard allocation in < 200 ms.
• 🧬 Cervical Cancer Detection — CNN + UMAP + SVM improving medical imaging F1 by 12 %.

💬 “The trick isn’t magic — it’s preparation, clarity, and iteration.”
~ Abracadabra Ash