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John Paul Curada

John Paul Curada

Certified

Student

Polytechnic University of the Philippines | Metro Manila, Philippines

Technologies

My Portfolio Highlights

My New Track

Associate Data Scientist

My New Course

ETL and ELT in Python

My New Workbook

Try out AI

My New Track

Associate Data Scientist

Believer, Doer, Achiever

My Work

Take a look at my latest work.

DataLab

Can we predict machine failures before they happen?

32Upvotes
DataLab

Can precision manufacturing move beyond reactive maintenance?

65Upvotes
DataLab

Who's connected? Two decade story of our digital world

32Upvotes
DataLab

Understanding Fossil Records and Cinema Films

68Upvotes
DataLab

How do machines behave before downtime?

35Upvotes
DataLab

Can we predict machine failures before they happen?

32Upvotes

My Certifications

These are the industry credentials that I’ve earned.

Python Data Associate

Python Data Associate

Data Literacy

Data Literacy

Other Certificates

Accenture Data Analytics and Visualization Virtual Experience

AWS AWS Certified Cloud Practitioner

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

Courses

Introduction to Python
Introduction to SQL
Understanding Artificial Intelligence
Understanding ChatGPT

My Competition Results

Take a look at my best DataCamp competition entries.

competition image for Predicting industrial machine downtime ? Level 2
1st place

Predicting industrial machine downtime ? Level 2

1st place

Predicting industrial machine downtime ? Level 1

2nd place

Predicting industrial machine downtime ? Level 3

3rd place

Everyone Can Learn Data Scholarship

competition image for Predicting industrial machine downtime ? Level 2
1st place

Predicting industrial machine downtime ? Level 2

My Work Experience

Where I've interned and worked during my career.

ASES Manila | Nov 2023 - Present

Member

N/A

AWS Cloud Club – PUP Manila | Nov 2023 - Present

Senior Data Analyst

• Empowered Junior Data Analysts by developing and delivering Python for Data Analytics training programs. Curriculum covered fundamental programming concepts (variables, data types, CRUD), data structures, control flow, functions, and advanced techniques like list comprehensions. • Bridged the Gap to Intermediate Skills by showcasing practical applications of Python libraries like Pandas in data manipulation and analysis. This facilitated a smooth transition for junior analysts. • Created Comprehensive Learning Materials: Authored high-quality resources including articles, Jupyter notebooks, and well-structured projects, providing a robust foundation for junior data analysts' development. • Elicited Positive Feedback: Consistently received commendable feedback from junior data analysts for the clarity and effectiveness of the training programs.
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Google Developer Student Clubs - PUP | Oct 2023 - Present

Data Cadet

N/A

Omdena | Aug 2023 - Sep 2024

Machine Learning Engineer | Task Leader

• Led data preparation team to streamline workflows and maximize data usability. • Developed Python scripts to automate data processing, transforming raw data from scattered Excel sheets into a unified, single table format, achieving a 100% time reduction compared to manual processes. • Led the visualization team to develop a custom, interactive interface for the application using PyGWalker, similar to a Tableau interface. • Guided the team in utilizing Plotly to create interactive visualizations, enhancing user understanding of the data. • Assisted the deployment team in deploying the application using Streamlit Cloud.

Microsoft x DepEd Philippines | Jul 2023 - Jan 2024

Microsoft Youth Ambassador

• Trained students in practical Microsoft Excel applications for research studies • Introduced AI-powered Microsoft tools: Equipped students with cutting-edge technology to boost productivity and streamline research processes.

Eskwelabs | Oct 2023 - Nov 2023

Digital Marketing Apprentice

• Led data-driven marketing initiatives, establishing SMART goals, crafting customer personas, and analyzing ad performance. • Spearheaded AI-powered ad campaigns and improve online sales channels. • Conducted in-depth research to identify optimal target channels, campaigns, and influencer partnerships, effectively reaching target audiences. • Developed a PowerBI dashboard to translate data insights into actionable marketing strategies for campaign optimization and improved customer acquisition rates. Analyzed ad performance and customer behavior to glean valuable insights. • Demonstrated strong analytical and communication skills by collaborating with stakeholders to translate data insights into clear, actionable marketing strategies.

Omdena | Aug 2023 - Nov 2023

Junior Machine Learning Engineer | Collaborator

Sao Paulo Local Chapter • Played a pivotal role in creating the data table. Wrangled the data collected and shared by the team to develop customized functions for efficient data grouping and manipulation to meet project specifications. • Engineered a reliable data retrieval functions, extracting daily weather data for 645 Sao Paulo regions from 2000 to 2023. This involved seamless integration with OpenStreet and historical weather APIs, guaranteeing data precision and uniformity. Bangladesh Local Chapter • Developed custom, reproducible functions for efficiently loading both training and testing datasets. • Spearheaded the Exploratory Data Analysis (EDA) process, conducting comprehensive analyses including summary statistics, file size examination, dimension analysis, and an in-depth exploration of class distribution.

Freelance, Self Employed | Jul 2023 - Nov 2023

Mathematics Private Tutor

N/A

My Education

Take a look at my formal education

Bachelor's degree, Computer SciencePolytechnic University of the Philippines | 2027
Honorato C. Perez, Sr. Memorial Science High School

About Me

John Paul Curada

A Fervent Data Science Enthusiast

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