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Cheer3142/README.md
Patcharadanai Sombatsatien: instrumentation, signal processing and ML. Oscilloscope trace of a LiDAR return signal.

I build the whole measurement chain: the optics and electronics that sense, the firmware that acquires the signal, and the math and models that turn it into an answer. I'm currently working on AirGradient air-quality monitor firmware. Before that I worked on atmospheric LiDAR, telescope prototypes and FPGA links to RF hardware, and I research domain adaptation for open-vocabulary segmentation.

Portfolio: cheer.cerosoft.net · Based in Chiang Mai, Thailand

Selected work

Project
Optics & instruments Atmospheric-LiDAR Acquisition and analysis for a Mie LiDAR: aerosol profiles from oscilloscope, transient-recorder and MPL data
NanoPZ-Focal-Plane-Mask-Ctrl Closed-loop focal-plane mask alignment: a Newport nano-piezo actuator driven by FWHM measured on a GigE camera
Fourier-Propagation-Simulation Fourier-optics simulation of telescope pupils, apodization and focal-plane intensity
Hardware & firmware FPGA-SPI-admv1013 VHDL SPI master controlling ADMV1013/1014 microwave up/down converters
firmware-one-openair Work on AirGradient ONE / Open Air air-quality monitor firmware
Machine Learning Gradient-FREE-Domain-Adaptation Training-free domain adaptation for open-vocabulary segmentation via LoRA adapter retrieval and fusion
Software CondoMateV2 Condo management PWA: parcel scanning, residents, online backup and failover

Toolbox

VHDL C++ C Python NumPy PyTorch TensorFlow CVXPY Jupyter Raspberry Pi ESP32 JavaScript TypeScript Flutter

Activity

GitHub stats for Cheer3142 Repositories per language

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  1. Atmospheric-LiDAR Atmospheric-LiDAR Public

    Acquisition & analysis toolkit for Mie LiDAR aerosol measurements (NARIT)

    Python 1

  2. NanoPZ-Focal-Plane-Mask-Ctrl NanoPZ-Focal-Plane-Mask-Ctrl Public

    Closed-loop focal-plane mask alignment with a Newport NanoPZ actuator and GigE camera FWHM feedback

    Python 1

  3. Fourier-Propagation-Simulation Fourier-Propagation-Simulation Public

    Fourier-optics simulation of telescope pupils, apodization and focal-plane intensity

    Jupyter Notebook

  4. FPGA-SPI-admv1013 FPGA-SPI-admv1013 Public

    VHDL SPI master on FPGA controlling ADMV1013/ADMV1014 microwave up/down converters

    VHDL

  5. Gradient-FREE-Domain-Adaptation Gradient-FREE-Domain-Adaptation Public

    Training-free domain adaptation for open-vocabulary semantic segmentation via LoRA adapter retrieval and fusion

    Jupyter Notebook

  6. Open-Air-Foundation/firmware-one-openair Open-Air-Foundation/firmware-one-openair Public

    Firmware of open-source hardware air quality monitors AirGradient ONE (indoor) and AirGradient Open Air (outdoor).

    C 389 156