iOS applications · Web systems · Automation infrastructure
SEO automation · Outreach systems · Process elimination
Not projects. Systems that run.
Internal end-to-end sales engine for an EU grant consultancy. Pairs a SwiftUI iPhone companion with a Flask web platform so a 5-person team works the same company-card workflow on desktop and phone. A Gemini-powered Hungarian auto-responder reads inbound replies, classifies intent, and drafts personalised follow-ups. CallKit-verified call durations stream live work-hour telemetry to Redis for real-time performance monitoring.

One Flask backend serves both the SwiftUI iPhone companion and the web app. Multi-user presence indicators show who's on which company card in real time.
A 62K-character Hungarian system prompt drives Gemini 2.5 Flash Lite to classify inbound replies, draft personalised responses, and extract contact details and meeting links.
iOS CallKit records the real time each agent spends on the phone — feeding automatic work-hour tracking and per-agent performance leaderboards.
A single briefing view renders the full timeline for any company — outbound emails, inbound replies, dialled calls, AI drafts — identically across web and iOS.
Built-in dispatcher with SPF / DKIM / DMARC alignment, EWS-based inbox + sent-folder watchers, and automatic hard-bounce suppression. No deliverability headaches.
Per-agent work hours, call durations, draft acceptance rates and lead conversion all stream to Redis for live dashboards. Admins see team performance as it happens.
We engineer authority across Google, YouTube, and social — continuously.
Pick your velocity. Scale anytime.
We approach security like adversaries. Penetration testing, red team operations, defensive infrastructure, and autonomous threat detection — all built with the assumption that your systems will be targeted.
Principles we ship by.
The technologies we use to build, ship, and run systems — not demos.
Serious inquiries only. Tell us what you need built.
qpc8 · Systems that scale · Built for serious operators
No consultants. No agencies. Just engineers who ship.