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arivv22/README.md

πŸ‘‹ Hi, I'm M. Afdhal Arief Malik

🎯 Aspiring AI Researcher | Reinforcement Learning & AI in Healthcare Enthusiast

I'm passionate about understanding how AI can help solve real-world problems, especially in healthcare innovation.
Currently learning and building small research projects in Deep Learning and Reinforcement Learning.

πŸ”¬ Focus Areas

  • Reinforcement Learning (RL)
  • Deep Learning (CNN, RNN, Transformers)
  • AI for Healthcare
  • Paper Reproduction & Research Notes

🧠 Tools & Skills

Python | PyTorch | TensorFlow | Scikit-learn | OpenAI Gym | HuggingFace

πŸ“š Current Goals (2025)

  • Prepare for MEXT Scholarship (AI Research Lab)
  • Build 3 applied AI mini-projects
  • Publish AI-related learning content

πŸ“« Connect with me: LinkedIn | Kaggle

Popular repositories Loading

  1. Medical-AI-Pneumonia-Classification Medical-AI-Pneumonia-Classification Public

    Medical AI: Pneumonia Classification (Image Classification)

    Jupyter Notebook

  2. Reinforcement-Learning-Gym-DQN-CartPole Reinforcement-Learning-Gym-DQN-CartPole Public

    This mini project implements a **Deep Q-Network (DQN)** agent to solve the classic control problem **CartPole-v1** from OpenAI Gym.

    Python

  3. Wearable-Sensor-based-Stress-Detection Wearable-Sensor-based-Stress-Detection Public

    This project aims to detect the stress level of users using data from wearable sensors. The sensors used include: - Heart Rate - Steps - Skin Temperature

    Jupyter Notebook

  4. tomato-leaf-disease-detection-tf tomato-leaf-disease-detection-tf Public

    Deep learning project for detecting tomato leaf diseases using TensorFlow and PlantVillage dataset. Implements Grad-CAM for explainable disease localization in smart farming.

    Jupyter Notebook

  5. RemoteSensing-RiceYield-Prediction RemoteSensing-RiceYield-Prediction Public

    Machine learning project for predicting rice yield using simulated remote sensing (NDVI) and meteorological data β€” part of Environmental AI mini projects.

    Jupyter Notebook

  6. ai-swallowing-sound-classification ai-swallowing-sound-classification Public

    AI-based classification of swallowing sounds for early dysphagia detection using deep learning and acoustic signal processing (MFCC features + neural network model).

    Jupyter Notebook