Edge AI & Vision Systems
Jetson Nano / Orin Nano vision AI, image sensor boards, IP camera integration, inference deployment, and edge-to-server AI workflows.
R&D Consulting · Embedded Systems · Edge AI
I solve engineering problems that block products from shipping.
40 years across electronics, firmware, networks, servers, IoT, Edge AI, and blockchain infrastructure.
I help startups, SMEs, and sales-led companies turn difficult technical bottlenecks into working systems.
Core Capabilities
Practical engineering capability for companies without enough deep technical bandwidth.
Embedded Hardware, Firmware & Linux
Digital circuits, STM32 development, 8051/Motorola-era firmware depth, ARM/MIPS cross-compilation, embedded Linux, OpenWrt, and C/Python development.
Industrial Networking & Connected Devices
Wi-Fi HaLow, PoE PD, LAN/WAN, routers, switches, VPN, VoIP/SIP, DSL, AMI maintenance, and field network troubleshooting.
Backend, Services & Operations
Python backend work, web services, app/web app delivery, server operations, large-scale service development, and practical recovery of stalled software projects.
Blockchain Infrastructure & Mining Systems
Blockchain and cryptocurrency research since 2016, Ethereum mining server assembly and operation, network setup, and 100kWh-class facility management experience.
Technical Business Planning
R&D planning, new business evaluation, FAE-style technical support, vendor/customer problem translation, and engineering outsourcing direction for non-technical teams.
Problem-Solution Mapping
The work usually starts when the obvious solution has already failed.
A product needs AI, sensors, networking, and hardware to work together.
I break the system into interfaces, data paths, power, firmware, device drivers, inference workload, and server communication so the prototype can become a field-ready product.
The company can sell the product, but lacks technical execution depth.
I help define what must be built, what can be outsourced, which risks must be controlled internally, and how to judge whether vendors are actually solving the engineering problem.
A connected device fails in the real world, not in the lab.
I investigate at the physical, data-link, network, protocol, firmware, and server layers using practical debugging discipline from decades of communication systems work.
A legacy technical asset must be modernized without losing reliability.
I bridge old and new systems: digital circuits, ASIC/FPGA-era thinking, embedded C, Linux, Python, AI-assisted coding, and modern deployment practices.
Technology Stack / Expertise
Technical keywords are linked to authoritative references for context and credibility.
Edge AI & Computer Vision
NVIDIA Jetson, Jetson Linux, Jetson Nano, Jetson Orin Nano, IP cameras, IMX335, IMX415, IMX678, sensor boards, Edge AI inference.
Embedded & Firmware
STM32CubeIDE, Python, C, firmware, digital circuit design, ARM, MIPS, cross-compilation, PSpice, OrCAD, Altium, PADS, VHDL, FPGA, ASIC verification.
Networking & IoT
OpenWrt, Wi-Fi HaLow, IEEE 802.3bt PoE, VPN, LAN/WAN, Layer 2 switches, routers, DSL, AMI, ZigBee IoT, SIP/VoIP.
Credibility
40 years of engineering judgment, not just tool familiarity.
- Samsung Group Silver Award for export-oriented compact facsimile development.
- Verification responsibility for Samsung Group’s first ASIC used in facsimile technology.
- First-generation Korean internet portal and access service development experience.
- Hands-on field experience from power facilities and AMI maintenance to 100+ mining servers and 100kWh electrical operations.
- Native Korean, professional working English, and practical global client communication.
Contact
Bring a hard technical problem, not a vague job description.
Best fit: R&D consulting, prototype recovery, technical outsourcing direction, embedded/AIoT development, and technical due diligence for companies that need execution clarity.
Email
jinwon62@naver.com
Mobile
+82-10-3725-9023
KakaoTalk
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WeChat
wonjincnc
WhatsApp
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LinkedIn
linkedin.com/in/jin-won-515a762a