Posts

Welcome to the Logbook section of my portfolio! Here, I invite you to delve into a diverse collection of reflections, experiences, and insights that capture my journey as a lifelong learner Data Scientist. This section serves as a chronicle of my professional and personal growth, offering glimpses into my evolving skills, interests, and aspirations.

Dive into this collection to explore a wide range of topics, ranging from reflections on ongoing learning endeavors to insights gleaned from workshops and conferences. Uncover anecdotes on effective communication, networking, and problem-solving, providing a window into my coding style, best practices, and professional aspirations. Whether it's sharing the joy of mastering a chess game or delving into literary musings, each entry offers a unique perspective on my journey as a lifelong learner and Data Scientist.

July, 2024

Statement of Accomplishment: Joining Data in SQL | Coursework

Continuing my lifelong learning journey, I've completed this course! In 'Joining Data in SQL,' I learned essential skills for combining information from multiple tables to produce meaningful results. This course covered inner joins, outer joins, cross joins, set theory operations, and subqueries. With these advanced SQL techniques, I can now craft more complex and insightful queries.

All Kind of Joins | Set Operations | Subquering

July, 2024

Statement of Accomplishment: Intermediate SQL | Coursework

Continuing my lifelong learning journey, I've completed this course! In this Intermediate SQL course, I advanced my data analysis skills by mastering error handling, debugging, and best practices in SQL. I also learned to effectively select, query, filter, summarize, sort, and group data. Through hands-on practice, I developed the expertise to turn raw data into actionable insights.

Error Handling | Selecting | Querying | Filtering | Summarizing | Grouping

June, 2024

Cross-Cultural Collaboration: commercial mission in China | Professional

I recently traveled to China to assist on a commercial mission for RM Publishing Company, selling rights to scientific and technical books. My roles included coordination, logistics, and primarily translation, facilitating communication. This experience not only enhanced my linguistic and interpersonal skills but also provided valuable insights into international business operations and cultural exchange.

Cross-Cultural Communication | International Business Ops. | Networking

May, 2024

Crafting a Professional Curriculum Vitae with Overleaf LaTeX | Project

Continuing my journey in professional development, I've designed and created my Curriculum Vitae! This project highlights my comprehensive background as a Data Scientist with a foundation in Environmental Science. The CV meticulously showcases my education, skills, professional experience, and key projects, all formatted with LaTeX to ensure clarity, aesthetic design, ATS compatibility, and professionalism.

LaTeX | Professional Design | Comprehensive | ATS compatibility

May, 2024

Statement of Accomplishment: Introduction to SQL | Coursework

Continuing my lifelong learning journey, I've completed this course! Through this introduction to SQL, I have gained essential skills in manipulating and retrieving data from relational databases. From understanding database organization and best practices to writing SQL queries and exploring SQL variants like PostgreSQL and SQL Server, I've developed a solid foundation in SQL. I'm now equipped to extract and organize data effectively for my projects.

Postgre SQL | SQL Server | Relational Databases | Querying

May, 2024

Studying the most in-demand skills for Data Science | Project

This project enhanced my technical skills in web scraping, NLP, and clustering, and deepened my understanding of job market dynamics. Key findings include: Python as the most demanded programming language | Data analytics over data engineering | English communication skills | NLP as the top ML skill | Needed analytical capacity and problem-solving soft skills | Computer Science, ETL, Data Visualization, Databases, and Statistics as a main knowledges.

Python | Web Scraping | Natural Language Processing | Word-Cloud

April, 2024

Statement of Accomplishment: Introduction to Statistics in Python | Coursework

Continuing my lifelong learning journey, I've completed this course! Dive into statistics with Python, mastering summary statistics, probability, distributions, correlation, and experimental design. Equipped with these skills, I can analyze data, draw conclusions, and make informed decisions. Ready to apply statistical reasoning to real-world scenarios!


Summary Statistics | Probability Distributions | Correlation | Exp. Design

April, 2024

Statement of Accomplishment: Web Scraping in Python | Coursework

Continuing my lifelong learning journey, I've completed this course! Delve into the world of web scraping with Python and master the art of retrieving and parsing information from the vast expanse of the internet. From understanding HTML structure to navigating and extracting data using XPath and CSS Locators, I've gained valuable insights into building web crawlers and scraping tools using the scrapy library.

Scrapy | Selectors | Spiders | HTML | XPaths | CSS Locators

April, 2024

Mastering the Giuoco Piano: A Blitz Chess Triumph | Hobbies

Embark on a riveting journey through a blitz chess battle on chess.com, where my precision and strategic acumen led to triumph. With an impressive move accuracy of 90% compared to my opponent's 84%, I deftly navigated the intricacies of the Giuoco Piano Game Opening. Witness the exhilarating gameplay that culminated in victory by resignation.

Strategic Planning | Tactical Analysis | Adaptability | Rapid Decision-Making

March, 2024

Statement of Accomplishment: Github Concepts | Coursework

Continuing my lifelong learning journey, I've completed this course! Gain mastery over GitHub, a powerful collaboration platform essential for modern developers and data scientists. From creating repositories to managing branches, issues, and pull requests, I've learned how to effectively collaborate and track project progress. With practical exercises covering key GitHub concepts, I'm well-equipped to contribute to any coding or data project with confidence.

GitHub Collaboration | Repositories | Managing Branches | Pull Requests

March, 2024

The Thrilling Adventure of Crafting My Portfolio Website | Project


Embark on the journey of constructing my portfolio website, a passionate endeavor fueled by the desire to showcase my skills and experiences. This project symbolizes the endless pursuit of growth and self-expression in my career as a lifelong learner. Join me as I share the story behind the creation of my digital identity and the inspiration driving my continuous evolution.

HTML | CSS | Web Design | Iterative Development | Self-expression

February, 2024

Statement of Accomplishment: Joining Data With Pandas | Coursework

Continuing my lifelong learning journey, I've completed this course! Explore the fundamentals of joining and manipulating data with pandas, a vital skill for any data scientist. From basic inner joins to advanced merging techniques, I've gained proficiency in combining, organizing, and reshaping multiple datasets. Through practical exercises with real-world datasets, I've acquired the skills needed to uncover valuable insights hidden within disparate data sources.

Join | Merge | Concatenate | Time-Series Data

February, 2024

Statement of Accomplishment: Data Manipulation With Pandas | Coursework

Continuing my lifelong learning journey, I've completed this course! Through mastering pandas—the cornerstone of Python data manipulation—I've learned to extract, filter, and transform real-world datasets for analysis. From inspecting DataFrames to creating visualizations, I've honed essential skills that add power to Python for Data Science.

Summary Statistics & Grouped Ops. | Indexing & Slicing | Data Visualization

February, 2024

Nice inaccuracies in a bullet chess game | Hobbies



Embark on a lightning-fast journey through a thrilling bullet chess match on chess.com. Despite the time pressure, I executed a decisive victory by checkmate in this 1-minute game. With a move accuracy of 74.2%, I strategically navigated the complexities of the King's Pawn Opening, seizing opportunities and outmaneuvering my opponent. Join me as I dissect this intense battle, showcasing my tactical prowess in the face of rapid-fire challenges.

Strategic Planning | Tactical Analysis | Adaptability | Rapid Decision-Making

January, 2024

Statement of Accomplishment: Python Fundamentals | Coursework

Continuing my lifelong learning journey, I've completed this course! Dive into the Python fundamentals track, where I've gained essential skills to kickstart my journey as a Python programmer. From cleaning real-world data to crafting custom functions, I've learned to manipulate and visualize data using NumPy, Matplotlib, and pandas. Join me in mastering these foundational Python skills and unlocking new opportunities in the world of data science..

NumPy | Matplotlib | Pandas | Writing Functions | Real-World Datasets

January, 2024

Statement of Accomplishment: Python Data Science Toolbox II | Coursework

Continuing my lifelong learning journey, I've completed this course! Delve deeper into Python data science with a focus on iterators, list comprehensions, and generators, enabling efficient data manipulation and analysis, essential for any data scientist. Through hands-on practice with real-world datasets, including Twitter data and the World Bank's World Development Indicators, I've honed my skills to tackle complex data challenges confidently.

Iterators and Iterables | List Comprehensions | Generators

January, 2024

Statement of Accomplishment: Python Data Science Toolbox I | Coursework

Continuing my lifelong learning journey, I've completed this course! Dive deeper into Python as a data scientist by mastering the art of function writing. From writing simple functions to handling errors and using lambda functions, I've acquired essential skills to tackle real-world Data Science challenges. Each chapter ends with hands-on practice analyzing Twitter DataFrames, solidifying my understanding of these concepts.

Custom Functions | F. Arguments | Scoping | Lambda F. | Error Handling

January, 2024

Statement of Accomplishment: Intermediate Python | Coursework

Continuing my lifelong learning journey, I've completed this course! From delving into data visualization with Matplotlib to mastering data manipulation with dictionaries and pandas DataFrames, I've gained a solid grasp of logic, control flow, filtering, and loop usage. The course's pinnacle was a hands-on hacker statistics case study, enhancing my Python proficiency. Join me as I continue to grow and explore new horizons in the dynamic world of Data Science.

Matplotlib | Pandas | Dictionaries | Logic | Control Flow | Filtering | Loops

January, 2024

Statement of Accomplishment: Introduction to Python | Coursework

Embark on my journey as a lifelong learner, restarting from the ground up with the completion of this course, laying a solid foundation for further exploration in Python programming. Revisiting Python basics, refining data manipulation techniques, deepening my understanding of functions and packages, and mastering NumPy for data exploration. Join me as I delve deeper into Python's potential in Data Science.

Data Manipulation | Functions and Packages | NumPy | Data Exploration

December, 2023

Lessons from 'Brave New World' | Aldous Huxley

'Brave New World' serves as a critical mirror that invites us to question the directions of our current society. Are we building a society that sacrifices fundamental values in favor of apparent comfort? Shouldn't we consider treating audiovisual content as our 'soma'? To what extent are we willing to sacrifice our freedoms in the pursuit of superficial happiness? Could be our behavior shaped by constant advertising bombardment and fake news?

Critical Thinking | Ethical Reflection | Sociopolitical Awareness

November, 2023

“RE-SOURCE COLLABORATION: AWARENESS OF RURAL DEPOPULATION” | Professional

The goal was clear: to tackle rural depopulation through awareness and collaboration. By hosting insightful conferences and fostering critical discussions, ReSource raised community awareness and sparked innovative solutions. My personal focus was on creating an effective segmentation methodology for group dynamics, promoting diverse perspectives and enriching collaboration. Together, we've taken a significant step towards addressing this pressing issue.

Python | Google Forms | K-Means | GBoosting | Effective Communication

September, 2023

“INFLUENCE FACTORS ANALYSIS ON PERSONAL HAPPINESS" | Project

Through segmentation based on personal profiles and preferences, we gained valuable insights into how different segments pursue happiness. Analyzing longitudinal data deepened our understanding of the multifaceted nature of happiness factors. We uncovered discrepancies between expectations and actual influences on happiness, highlighting a gap in self-awareness. Unveiled key influencers of happines: fatigue, external factors, and leisure time.

Python | LaTeX | RF | Boosting | SVM | Ensemble | End-to-end Project

September, 2023

Master's Degree Milestone: A Journey of Passion and Perseverance | MSc

I am thrilled to share the conclusion of my master's degree journey. This achievement not only reflects the culmination of hard work and dedication but also signifies the realization of my passion for data science. The journey has reaffirmed my love for this field, inspiring me to be a lifelong learner, constantly seeking to expand my knowledge and skills to stay abreast of new technologies and best practices in the dynamic realm of data science.

Data Acq. | Statistics | Visualization | BD | ML | Project Development

June, 2023

“CIFAR-10 IMAGE CLASSIFICATION” | Project

I delved into the world of Deep Learning and achieved remarkable success in image classification. With a staggering accuracy rate of 94.72%, my approach showcases the power of Deep Learning techniques in automatically identifying and categorizing images. By leveraging ensemble methods, I further bolstered the precision and robustness of the system, paving my way for practical applications in computer vision.

Python | VGG | ResNet | DenseNet | EfficientNet | CNN | Transfer Learning

July, 2021

“AQUATIC COMMUNITY NETWORK STRUCTURE UNDER DISTURBANCE EFFECTS” | Project


Delve into the intricate dynamics of aquatic ecosystems under various disturbance scenarios. Through meticulous analysis, I uncovered insights into how continuous and pulsatile disturbances influence community structure and taxonomic diversity. From the unexpected low diversity in initial samples to the intriguing patterns of succession and resilience, each finding offers valuable clues about the underlying mechanisms shaping aquatic communities in coastal lagoons.

RStudio | PCA | Multifactorial ANOVA | Environmental Sciences