About Me

Empowered by a strong foundation in Data Science and fueled by my enthusiasm for leveraging data to drive innovative solutions, I am excited about the opportunity to contribute to your team and tackle the exciting technological challenges ahead. Take a look at my CV.
Education
My academic journey, culminating in a Master's degree in Data Science (MDS) from the University of Girona, has bestowed upon me a comprehensive skill set vital for excelling in the dynamic field of data-driven innovation. Proficient in an array of programming languages including Python, R, and SQL, and adept in leveraging cutting-edge tools such as Scikit-learn, TensorFlow, and Fastai, I harbor a keen interest in seamlessly integrating advanced analytics and machine learning methodologies into business frameworks to drive informed decision-making.
My hands-on experience in developing machine learning models, including Clustering, Support Vector Machines, Boosting techniques, and Neural Networks, complemented by the holistic perspective provided by my Bachelor's degree in Environmental Sciences (B.Sc.), equips me with a distinctive approach to tackling complex challenges. This blend of skills not only allows me to excel in interdisciplinary settings but also empowers me to develop practical and sustainable solutions for modern challenges. I am ready to bring meaningful contributions to your team, leveraging my versatile skill set.
Professional experience
Throughout my professional journey, I have demonstrated my ability to analyze business needs and deliver rigorous data-driven solutions that drive business impact in a fast-paced environment. During my experiences I have showcased my ability to work collaboratively in a team environment, adapt quickly to new challenges, and communicate effectively to drive project success. These experiences have reinforced my understanding of the substantial influence data holds in shaping informed decisions and fostering innovation.
In my role as a Data Scientist at Fundació Privada Drissa, I spearheaded the development of an automated data capture, adequacy, and analysis system. This initiative resulted in a significant enhancement of data quality and the streamlining of data utilization processes, ultimately driving project innovation, reducing workload, and improving overall project outcomes and operational effectiveness. Additionally, I made contributions to enhancing website maintenance efficiency by implementing time-saving procedures, such as automating periodic .txt file generation for website updates."
As a Data Processor at Editorial RM, I played a pivotal role in enhancing the publisher's data quality through meticulous processing and alignment of information pertaining to the technical and physical characteristics of titles. Leveraging my analytical skills, I adeptly extracted valuable insights from the data, providing actionable information to support company objectives and decision-making processes.
As an independent professional, I contributed to the ReSource collaboration project, which aimed to tackle rural depopulation through awareness and collaboration. By designing a survey and implementing a segmentation methodology, I effectively categorized participants based on survey data. This approach facilitated diverse group dynamics, enriching the collaborative process and fostering innovative solutions. Through insightful conferences and critical discussions, we significantly raised community awareness and addressed this pressing issue.
Lifelong Learning Philosophy
My lifelong learning philosophy is rooted in the belief that true growth transcends traditional educational backgrounds and professional experience. I am not satisfied with merely achieving academic and career milestones; I am driven by a continuous quest for knowledge and self-improvement. This approach not only fuels my personal development but also enhances my capabilities as a data scientist. I strive to evolve constantly, seeking new opportunities to learn, adapt, and excel.
To embody this philosophy, I actively engage in various learning endeavors. I pursue additional coursework to deepen my technical expertise and stay abreast of the latest advancements in data science. Personal projects allow me to explore innovative ideas and apply theoretical knowledge to real-world challenges. Reflective reading broadens my perspectives and hones my critical thinking skills. Playing chess sharpens my strategic thinking and problem-solving abilities.
This relentless pursuit of knowledge fosters innovation, critical thinking, and strategic insight, making me a more effective and versatile data scientist. To explore how this philosophy has shaped my achievements, I invite you to visit the LogBook section of my portfolio, where you can delve deeper into my continuous learning journey.
About Me
'Self-learning as the best tool for personal growth, data science as the best tool for self-teaching'. There are no bad students, only bad teachers, right? So, who better than oneself to be its best teacher? Embracing a self-taught approach stands as one of my most valuable assets, not solely for its inherent independence but also as a catalyst for perpetual growth.
'Constant learning fuels my journey in data science'. I consider myself a lifelong learner, actively engaging in courses on platforms like DataCamp, where I am currently completing the 'Data Scientist Track'. These initiatives keep me up-to-date with new technologies and best practices in the data science realm, strengthening my ability to tackle challenges innovatively and effectively.
'In life as in chess: adaptability and anticipation, critical and strategical thinking'. My passion for chess has honed my strategic planning skills and sharpened my acumen for process optimization. This multifaceted proficiency is evident in my analytical approach and capacity to tackle intricate challenges with dexterity.
'happiness = personal.query("healthy_mind & healthy_body")'. Beyond my professional pursuits, I am an avid sports enthusiast, particularly enjoying activities such as paddle, gym and running. This hobby not only serves as a source of physical well-being but also contribute significantly to my overall happiness and mental clarity. Interestingly, through my involvement in the 'Analysis of Influencing Factors on Personal Happiness' project, I confirmed the impact of sports on my personal happiness, reinforcing my commitment to maintaining a balanced lifestyle.
As the world becomes increasingly reliant on technology, the capacity to make data-informed decisions has emerged as an indispensable skill. I am excited about the opportunities the future holds for me and am always open to new connections and collaborations.
Skills
Languages: Spanish (native) | Catalan (native) | English (B2)
Technologies: Python | SQL | R | HTML | CSS | Visual Studio Code | GitHub | LaTeX | Excel | Google Sheets
Libraries: numpy | pandas | matplotlib |seaborn | graphviz | sklearn | skmultilearn | scipy | statsmodels | xgboost | prince | itertools | requests | tensorflow | fastai | torchvision | Google Colab | random | os | scrapy | selenium | re | nltk | Word-Cloud
Data Science: Data Acquisition, Processing, Cleaning, Mining, Transformation, Analysis and visualization | Big Data | ETL | Statistics | Database (SQL & NoSQL) | Web Scraping | Project Management
Machine Learning: Feature Engineering & Selection & Scaling | Cross Validation | Hyperparameter Optimization | Model Evaluation & Interpretation | Data Augmentation | Time Series Analysis | Ensemble Learning | Natural Language Processing
ML Models: Linear Regression | Logistic Regression | Naive Bayes | Decision Tree | Random Forest | Gradient Boosting | Extreme Gradient Boosting | SVM | PCA
Deep Learning: Transfer Learning | Image Recognition & Computer Vision | Convolutional Neural Networks | VGG19 | ResNet34 | DenseNet121 | EfficientNet_b0
Soft skills: Critical and Strategic Thinking | Process Optimization | Problem Solving | Creativity | Self-expression | Effective communication | Multidisciplinary | Teamwork | Empathy | Adaptability and Resilience | Independence | Autodidact | Lifelong Learning