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Kamaranis/README.md

Antonio Barrera Mora | バレラ　モラ　アントニオ

Welcome to my projects repository!!

About Me!

I am a Data Scientist with Expertise in Psychology and Technology

As a data scientist with a background in clinical psychology, I bring a unique interdisciplinary perspective to data-driven solutions. My career path began in hospitality, transitioned through the Spanish military and security sectors, and now focuses on healthcare and IT. Over the last five years in Japan, I’ve enhanced my expertise in patient care, data analysis, and ethical AI development.

I hold dual Master's degrees in Computer Science and Data Science, equipping me with strong technical capabilities and a passion for leveraging big data and machine learning to solve complex problems. I'm particularly driven by the ethical application of AI, ensuring technology benefits humanity responsibly.

Key Strengths:

  • Data Analysis: Advanced proficiency in Python, R, SQL, and machine learning algorithms.
  • Problem-Solving: Experienced in tackling complex challenges across healthcare, security, and technology sectors.
  • Leadership: Strong leadership skills gained from both military and civilian environments.
  • Communication: Capable of translating technical insights for diverse audiences.
  • Interdisciplinary Approach: Integrating psychology, technology, and healthcare for innovative solutions.

Current Projects:

🔭 currently working on a mid-term project for Novo Nordisk, a pharmaceutical company, focusing on the ethical implications of artificial intelligence and its application of psychological techniques in crisis situations.
Specifically, I am collaborating with my team to address mental health emergencies—such as anxiety, suicidal ideation, and depression—among employees isolated by snow in Scandinavia. Additionally, I am reviewing how AI applies EMI/EMDR and cognitive-behavioral therapies in these scenarios to ensure ethical and effective intervention.

Contact:

プロジェクトリポジトリへようこそ！

私について

心理学とテクノロジーの専門知識を持つデータサイエンティスト

臨床心理学のバックグラウンドを持つデータサイエンティストとして、データ駆動型ソリューションにユニークな学際的視点をもたらします。私のキャリアはホスピタリティ業界から始まり、スペイン軍やセキュリティ分野を経て、現在は医療とITに焦点を当てています。過去5年間、日本で患者ケア、データ分析、倫理的AI開発の専門知識を高めてきました。

私はコンピュータサイエンスとデータサイエンスの2つの修士号を持ち、技術的なスキルを強化し、大規模データと機械学習を活用して複雑な問題を解決する情熱を持っています。特に、AIの倫理的応用に興味があり、テクノロジーが人類に責任を持って貢献することを目指しています。

主な強み:

  • データ分析: Python、R、SQL、機械学習アルゴリズムに高度な熟練。
  • 問題解決: 医療、セキュリティ、技術分野における複雑な課題に対処する経験。
  • リーダーシップ: 軍事および民間の環境で培われた強力なリーダーシップスキル。
  • コミュニケーション: 多様な観客に技術的な洞察を伝える能力。
  • 学際的アプローチ: 心理学、技術、医療を統合し、革新的なソリューションを提供。

現在のプロジェクト:

🔭 現在、製薬会社Novo Nordiskの中期プロジェクトに取り組んでおり、人工知能の倫理的影響と危機的状況における心理技術の応用に焦点を当てています。
特に、スカンジナビアの雪で孤立している従業員の不安、自殺念慮、抑うつなどの精神的健康の緊急事態に対応するため、チームと協力しています。さらに、AIがEMI/EMDRおよび認知行動療法をどのように適用するかを見直し、倫理的かつ効果的な介入を確保しています。

連絡先:

Pinned Loading

  1. ASD-Multiclass-Predictor-Model ASD-Multiclass-Predictor-Model Public

    This project explores the use of machine learning techniques to predict the risk of Autism Spectrum Disorder (ASD) in adults, using demographic data and responses to the AQ-10 questionnaire. | このプロ…

    Jupyter Notebook

  2. Relationship-between-hypertension-and-psychopathology Relationship-between-hypertension-and-psychopathology Public

    Foundation document for the creation of a machine learning predictive about blood pressure thresholds and affected patients

    HTML

  3. Data-science-to-the-fight-against-traffic-accidents Data-science-to-the-fight-against-traffic-accidents Public

    In this project, we intend to show how the “life cycle” applies to data mining (DM) projects

    HTML

  4. Fitbit-user-s-insights Fitbit-user-s-insights Public

    This work is a study case part of the eighth course ["Google Data Analytics Capstone"](https://www.coursera.org/learn/google-data-analytics-capstone) of the ["Google Data Analyst"](https://www.cour…

    HTML

  5. Unsupervised-methods-in-machine-learning Unsupervised-methods-in-machine-learning Public

    In this project we will work with unsupervised machine learning models, with special emphasis on the modification of parameters to refine the results

    TeX

  6. Classification-with-decision-trees Classification-with-decision-trees Public

    We will address the creation of a supervised data mining project. We will use a classification algorithm, specifically the decision tree model.

    TeX