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Ishikawa7/README.md

Davide Grimaldi

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πŸ”­ I'm a Machine Learning Engineer and a Operations Research Scientist.

πŸ“ I regularly read scientific papers on ML and OR, prototype new systems, and experiment with new ideas to tackle real-world challenges.

🌱 I’m passionate about mathematics, building models, running experiments, and turning concepts into working systems.

πŸ’¬ Ask me about: impact-driven solutions, process optimization with ML and OR, and how to bridge research and applied engineering.

πŸ“„ My experiences: CV


About Me

I’m a versatile Machine Learning Engineer with end-to-end expertise in developing AI solutions β€” from data ingestion and model design to deployment and optimization. I combine a strong background in machine learning, deep learning, optimization, and decision systems with a hands-on approach to building tools that make a real impact.

But beyond my professional profile, I have a genuine passion for mathematics, modeling, and experimentation. I love testing ideas, implementing algorithms, and exploring how theory can evolve into practical solutions.

This GitHub is a reflection of that passion:

πŸš€ Projects & Side Projects – AI applications, optimization systems, and real-world problem-solving.

πŸ“„ Paper Implementations – Reproducing and extending research to better understand and apply new methods.

πŸ”¬ Experiments – Trying out ideas, testing assumptions, and learning by building.

πŸ› οΈ Past Works – A mix of research-driven and applied contributions across industries.

Always looking to collaborate on innovative research and projects that push the boundary between theory and practice.

LinkedIn


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πŸ’» Profile
Ishikawa7's GitHub Stats

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  1. DynamicPatrol_test DynamicPatrol_test Public

    This project simulates a dynamic patrolling system in an unknown 2D continuous space

    Jupyter Notebook 1

  2. Audio_anomalies_detection_test Audio_anomalies_detection_test Public

    Anomaly Detection on Audio MNIST (Digit "Six") with Self-Supervised Exploration

    Jupyter Notebook 1

  3. Imaging-Air-Control Imaging-Air-Control Public

    This project implements a prototype simulation of an Imaging-based Air Quality Control System that combines computer vision, predictive modeling, and real-time optimization to monitor and control i…

    Jupyter Notebook 2

  4. Simulate_air_quality_control Simulate_air_quality_control Public

    A comprehensive simulation and test-prototype system for intelligent air quality control in indoor environments, focusing on carbon monoxide (CO) monitoring and automated ventilation management.

    Jupyter Notebook 2

  5. Travel-salesman-problem-comparison-genetic-antcolony-greedy Travel-salesman-problem-comparison-genetic-antcolony-greedy Public

    Performance comparison beetween genetic algorithm, ant colony algorithm, greedy algorithm on travel salesman problem

    HTML

  6. raspberrypi-anomalies-detection-test raspberrypi-anomalies-detection-test Public

    A real-time anomaly detection system for Raspberry Pi that monitors sensor data and uses machine learning to detect abnormal behavior patterns.

    Jupyter Notebook 2