Artificial Intelligence (AI), Machine Learning (ML), and Big Data* Designed model, controlled, and optimized large-scale nonlinear systems with time-delay. Systems included furnace, automobile transmission, aircraft navigator using Artificial Intelligence (AI) and Machine Learning (ML), especially hierarchical structure and soft computing methods such as fuzzy, artificial neural network, and genetic algorithm. Quality control using Statistical Process Control (SPC).* Practiced Feature Engineering, Deep Machine Learning and Natural Language Processing (NLP) and tinyML using tools such as NumPy, Pandas, scikit-learn, Jupyter Notebook, TensorFlow and Keras.* Evaluated and deployed Apache and Hortonworks Hadoop with Ambari and Hue on multi-node clusters and research on big data analytics and data science using R, Pig, and Hive.Internet of Things (IoT)* Designed, developed, and deployed IoT edge server on Raspberry Pi and Debian Linux VM.* Designed IoT using Thingworx Edge Java SDK and Thingworx platform.* Communication via TCP, Wi-Fi, BLE, NFC and RFID.Machine Vision* Invented Nondestructive Inspection (NDI) system with infrared (NIR), machine vision and image processing technologies to pinpoint defects of optical system.[Programming in languages and embedded system design]* Program with various programming languages (Linux script, Python, C, C++, Java, C#, Visual Basic, Matlab, Simulink, R, LabView, LabWindows, Measurement Studio), Typhoon HIL, and IDE (Visual Studio, Jupyter Notebook).* Program firmware and device drivers with interface (TCP/IP stack, RS-232, GPIB, VISA, CAN, NFC, BLE, Wi-Fi) and debug using JTAG. Mount SoC with RTOS and Linux (Debian, Ubuntu, CentOS, Red Hat).* Design embedded system and system-on-chip (SoC) with various microprocessors (Zilog Z80, Intel 80xx, C51, C96, Microchip PIC18xx), ARM (ARM7TDMI, STM32Fx, Cortex-M), DSP (TI TMS320Cx, TI C2000), FPGA, memory (SDRAM, DPRAM, FLASH), analog / digital circuit (SPI, ADC, DAC, OP Amp, Photo Diode) and PCB layout using CAD.Industrial Experiences* Experience in various industries such as communication (cellular, fiber optics, cable, DSL), machine vision, motion control, power electronics, sensing instrument, RFID, automotive, and military.* Trained and experienced Danaher Business System (DBS), Green Belt, Kaizen, and Design for Six Sigma.
Listed skills include Embedded Systems, Embedded Software, Firmware, Testing, and 46 others.