Web, mobile and desktop apps, AI features, automations, migrations, embedded systems — end to end. Below: what we do, a specialty we're known for, real projects, and the full stack we work with.
Websites, web apps, dashboards, desktop and mobile-adjacent apps — built end-to-end.
LLM features, RAG, chatbots, AI agents and full AI pipelines, integrated into your product.
Kill the manual, repetitive work — data entry, reports, compliance logs, invoicing.
Move products across stacks and frameworks, including large legacy codebases.
Technical research, paper analysis, demos, simulations and proof-of-concepts.
Firmware, IoT, embedded games and low-level systems programming.
We build any software — but one thing we're known for: replacing the boring, compliance-heavy paperwork that drains site-based businesses every week. Simple software, fast, priced against what it saves you.
Service reports, maintenance logs, EPA compliance, invoicing from job notes.
🏢Unit inspections, maintenance requests, tenant records — off paper, into one place.
🩺Calibration records, FDA compliance, service logs — audit-ready, automatically.
🚚DOT compliance, vehicle inspections, maintenance scheduling and records.
🌡️Temperature logs, cleaning schedules, health-department forms — digital, timestamped.
➕Any repetitive, compliance- or revenue-critical manual task. Tell us yours.
A sample across systems, AI, web and embedded. Client work anonymized; personal builds shown by name.
Lock-free MPMC queue (8.9× faster than mutex-based), jthread pool, C++20 coroutines and Boost.Asio — verified clean under TSan/ASan/UBSan with full CI.
~230K-line C++/Qt 3D application moved across two major toolchain & framework upgrades; ~1,400 build errors resolved, runtime crashes root-caused without a debugger.
Structured data extraction served via vLLM on a single GPU — 20k images/day, 98% cheaper than the hosted API it replaced, chosen after benchmarking 11 models.
Automated OCR over video at 96% success and ~$0.03/video; OpenCV keyframing plus vision-language extraction, RAM cut from 45GB to under 1GB on 4K/60fps.
Full-stack generative pipeline end-to-end: FastAPI, Next.js, PostgreSQL, Redis, object storage and Celery workers, with a multi-stage generation pipeline and provider-agnostic AI layer.
Event-driven Node.js microservice, containerized with Docker Compose and deployed on Kubernetes / Azure.
Node.js store with authentication, order processing, product management and payment integration.
Desktop messaging application supporting chat between devices locally and online.
Text summarization and sentiment analysis apps running fully local models (Ollama) behind clean Streamlit UIs.
Interactive desktop app applying 21 image filters, built with OpenCV and a Tkinter GUI.
Custom malloc / free / calloc / realloc with hash-linked-list block management.
Minimal Linux shell with I/O redirection and process execution.
Simulates 7 OS scheduling algorithms — core logic in C, interactive front-end in Node.js.
Multiplayer Pong on a TivaC MCU driving a Nokia 5110 display.
Optimized snake on an AVR MCU with LCD and keypad control.
AVR-based vehicle with auto-parking, adaptive cruise control and overtaking.
ARM-based RGB LED control with remote pattern customization.
Full-stack, AI, cloud and embedded — the tools clients actually ask for, and plenty more. If it's not listed, ask.
Email us what you need — we'll reply with a plan and price, and set up a call only if it helps.
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