What I can share: it begins the moment the check-engine light comes on. The rest waits for launch. Patent pending with the USPTO; early access through the waitlist.
Ported a CUDA-only dependency to a CPU marching-cubes path to unblock TripoSG on ROCm while keeping transformer and VAE inference on GPU. 1.05s mean GPU inference, 2.39GB peak VRAM. Silhouette-matched photo projection recovers camera pose by searching 24 axis-aligned rotations against the input mask.
PM, Architect, Sync, Engineer and QA agents with strict Pydantic schemas driving constrained decoding, bounded self-repair loops that feed exact validation violations back once before raising typed errors, and a deterministic pure-code differ so unchanged recompiles spend zero LLM tokens.
ESP32 sensor nodes with LiDAR ranging, NFC and LoRa connectivity feeding Firebase Firestore in real time for live space detection. Full-stack Flutter app built and launched solo, with UI iterated through structured user testing sessions.
Categorizes bank transactions with an LLM and benchmarks the results against a rule-based keyword engine, storing category labels, confidence scores and AI reasoning per transaction. React dashboard with live spending charts, deployed via Docker Compose and GitHub Actions.
Founder
ALEROQ LLC · Tempe, AZ Est. May 2026Founded ALEROQ LLC and filed its first patent. The product is in development ahead of launch; the details stay quiet until then.
Applicant Services Frontline Representative
Arizona State University · Tempe, AZ Oct 2024 · Jul 2025Resolved high-volume student cases across phone, email and in-person channels, served as an escalation point for sensitive issues under FERPA, and managed applicant data in Salesforce and PeopleSoft across cross-functional teams.
I would rather build it than talk about it. The through-line is the full stack in the literal sense: Linux kernel modules at the bottom, multi-agent AI at the top, and a habit of wiring the two together myself. The specifics are below; the proof is in the work.
I learn by deriving things from scratch, prefer hard truths to comfortable ones, and spend my off hours on geopolitics or soldering something that voids a warranty. Ask me about teaching a car to explain its own fault codes, running TripoSG on ROCm, or filing a patent before my degree.
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Arizona State University
B.S. Computer Science · Ira A. Fulton Schools of Engineering 2022 · 2027Prefer the one-pager?
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