04
AI & systems proof
AI is not a buzzword here. I use systems thinking, automation, and technical execution to make businesses easier to understand, trust, and buy from.
Google TPU Research Cloud
Accepted into Google's TPU Research Cloud and granted free Cloud TPU quota for the lolm-tpu-research project — TPU v4, v5e, and v6e capacity across multiple zones — supporting independent LLM/model research.
What this proves
The AI/systems side isn't buzzwords. It comes from hands-on model infrastructure, experimentation, and technical execution.
TPU Research Cloud ↗LOLM / NFET
Independent LLM/model research and infrastructure work with public repo — configs, dashboard, training scripts, TPU/GPU setup, docs, paper, results, and tests.
QEV — Qira Encryption Vault
Encryption and proof-artifact system built across web, CLI, desktop, and Android. Structured messages, signed bundles, SHA-256 manifests, HMAC signatures, and policy comparison.
What this proves
I think through trust, verification, and workflow end-to-end — the same operator mindset applied to your business setup.
secure.imagineqira.com ↗Phoenix Traffic Intelligence
Live traffic-intelligence platform modeling Phoenix freeway corridors in real time — ADOT AZ-511, Phoenix Open Data, and HERE routing feeds driving an oscillator-network model with Monte Carlo simulation and BPR delay math. It has logged hundreds of thousands of corridor snapshots, runs AI analysis on the network every two minutes, and models cascade risk, corridor resilience, and incident impact. It is live right now — go look.
- Real-time corridor stress, delay & closure tracking
- Cascade prediction + corridor resilience scoring
- Incident impact modeling from live coordinates
- Automated AI analysis every 2 minutes
- Hundreds of thousands of network snapshots logged
What this proves
I don't just make dashboards. I build systems that ingest live data, model it with real math, and keep running 24/7 without me.
pti.imagineqira.com ↗EGC — original consciousness research
Designed and ran an original empirical study on expressive states — a testable equation, a counterbalanced 7-item instrument, consent flow, and a live data pipeline — with 60+ human participants and measurable effects. Built the entire research apparatus myself: study design, instrumentation, data collection, and analysis.
What this proves
I build measurement systems from scratch and let the data speak. It's the same instinct I apply to your business: instrument it, find where it leaks, fix the biggest leak first.
imagineqira.com ↗