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farhantandia/README.md

Hi there, I'm Farhan 👋

Multidisciplinary Engineer (MSc in EECS) with extensive experience in integrating Software Development, Machine Learning, and Control & Instrumentation Systems within the energy and battery manufacturing industries. Proven track record of pioneering end-to-end digital solutions, ranging from AI-driven systems for power plant operational efficiency at Alamtri Power to developing international-scale Battery Management Systems (BMS) Diagnostic Software in Taiwan. As a Digital Transformation Engineer, I specialize in bridging the gap between raw data from control systems and strategic insights through mobile applications and dashboards with predictive modeling to drive Industry 4.0 initiatives.

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  1. Tricks-for-Handling-Imbalanced-Dataset-Image-Classification Tricks-for-Handling-Imbalanced-Dataset-Image-Classification Public

    Some trick for handling imbalanced dataset

    Jupyter Notebook 19 8

  2. Lightweight-Multi-Task-DNN-Project-and-Benchmark Lightweight-Multi-Task-DNN-Project-and-Benchmark Public

    Design a lightweight multi-task deep neural network for action recognition and re-identification on smart surveillance system application, and benchmark on UTKFace dataset.

    Jupyter Notebook 6 1

  3. Machine-Learning-Practice Machine-Learning-Practice Public

    Implementation of machine learning algorithms from scratch using python.

    Jupyter Notebook 6

  4. Wearable-Sensor-Data-Collector Wearable-Sensor-Data-Collector Public

    Application to collect the sensor data on wearable device with wear OS.

    Java 8 1

  5. Smartwatch-action-recognition Smartwatch-action-recognition Public

    Human action recognition application with android wear os

    Java 4 1

  6. Face-Recognition-for-Attendance-System Face-Recognition-for-Attendance-System Public

    Attendance System using Open Face Model and Support Vector Machine

    Python 3