From a single research task to a complete AI pipeline — across desktop, web, embedded, systems and AI.
Focused research and technical paper analysis.
Adding features to existing products.
Demos, games, simulations, websites and applications, complete.
Moving products from one stack to another.
Bringing generative AI into your product.
Complete AI workflows and pipelines, built and shipped.
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.
Desktop, web, embedded systems, computer vision, AI and systems programming — and we use AI heavily across our whole process. Full stack, top to bottom:
Tell us what you need. We'll scope it and set your tier in one meeting.
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