What We Do · services
Three tracks, one stack.
From concept validation to production. AI, embedded, and web — every layer hand-built so the system holds together.
§ 01
AI / ML
AI & Machine Learning
From RAG to computer vision, edge inference to LLM fine-tuning — models that ship as real features, not demos.
$ run ai
- ▸LLM apps · RAG pipelines
- ▸Computer vision · Detection · OCR
- ▸Edge AI · Model compression
- ▸ASR · TTS · Live transcription
§ 02
EMBEDDED
Embedded Systems
8051 / STM32 / ESP32 / Arduino — schematic to firmware, production-grade reliability. Low-power, interference-proof, factory-ready.
$ run mcu
- ▸MCU firmware · RTOS integration
- ▸PCB design · Production support
- ▸BLE · LoRaWAN · WiFi connectivity
- ▸Sensor fusion · Industrial control
§ 03
WEB / CLOUD
Web & Cloud
Front to back, dashboards to data pipes. Next.js / Go / Postgres / Kubernetes — built for enterprise load.
$ run web
- ▸Dashboards · Data viz
- ▸API design · Microservices
- ▸Cloud deploy · DevOps
- ▸Realtime · WebSockets · HA
// service faq
Service questions, answered.
Yes. Deep 8051 experience — maintenance, upgrades, refactors, and migration paths from 8051 to modern STM32 / ESP32 / Nordic nRF platforms.