Raymond Cancino.
Building systems that teach, and teaching people to build.
5+
Projects Shipped
3+
Years in Data
4
Companies
ME
Engineering Roots
01 · About
“From thermal cycles to data pipelines — I bridge mechanical engineering thinking with modern data and software practice.”
I'm a Data Engineer with a strong foundation in engineering and applied mathematics, focused on building scalable data pipelines, analytics workflows, and AI/ML applications. With experience across remote teams and global startups, I bring technical expertise and adaptability to fast-paced environments.
I specialize in Python, SQL, dbt, Airflow, and cloud platforms (GCP, AWS, Snowflake, BigQuery), leveraging these tools to design pipelines, automate workflows, and drive data-informed decision-making. My background as a Mechanical Engineering graduate and university instructor adds a structured, problem-solving mindset to my tech career.
Location
Philippines
Role
Data Engineer
Startup
Carnot Coaching Center
Status
● Available
02 · Skills
Technical Stack
03 · Projects
Selected Work
Carnot Coaching Center
An EdTech platform targeting Philippine engineering licensure examinees. Built the full-stack web application, infrastructure, and data strategy for the August 2026 MELE cohort launch.
2025 COMELEC Election Data Analytics Platform
A comprehensive data engineering platform for collecting, processing, and analyzing election data from the 2025 Philippines Commission on Elections (COMELEC) national and local elections.
Stack Overflow End-to-End Data Pipeline
This project analyzes 14 years of Stack Overflow Developer Survey data to uncover valuable insights into technology trends, developer experiences, and industry shifts. The analysis covers a wide range of topics, including programming languages, salary distribution, education demographics, job roles, and predictions for future tech trends.
Amazon Sales Data Analysis
This project processes and analyzes Amazon sales data to generate insightful metrics and visualizations, including sales performance, return rates, profit margins, and fee analysis.
Weather Data Pipeline
This project collects, processes, and analyzes weather data to enable insightful visualizations and trend analysis using modern data tools.
Machine Learning Zoomcamp Coursework
This project is a collection of coursework from the Machine Learning Zoomcamp, covering various topics in machine learning and data science.
04 · Experience
Work History
Apr 2025–Oct 2025
Mindwyre
Remote · Idaho, USA
Data Engineer
Designed and implemented a data pipeline for AdTech data ingestion and transformation, enabling reliable reporting and analytics. Trained and deployed a classification model to automatically categorize project codes and labels. Utilized SQL, Tableau, and Power BI for advanced reporting, delivering actionable insights to stakeholders.
Jul 2022–Feb 2025
GrandShipper
Remote · New York, USA
Software Engineer
Designed and maintained data pipelines integrating e-commerce platforms (Wix, TikTok Shop, Walmart, Shein). Built ETL workflows using Airflow and dbt, reducing manual data prep time by 25%. Developed internal dashboards for analytics and experimented with Vertex AI models for product recommendations.
Aug 2021–Apr 2022
Sumi North Philippines
Wiring System · Pangasinan, PH
Production Division Staff
Designed and implemented process improvements in production, contributing to increased team efficiency. Applied data analysis to identify bottlenecks and improved output efficiency by 15%. Led a small team of engineers and production workers.
Aug 2020–Dec 2024
Virgen Milagrosa University Foundation
Part-time · Pangasinan, PH
University Instructor
Taught foundational engineering courses, including Algebra, Trigonometry, Calculus, and Thermodynamics. Supervised junior students in Mechanical Engineering, guiding them through academic and project-based work.
Feb 2026–Present
Carnot Coaching Center
EdTech · PH
Co-Founder & Tech Lead
Co-founded an EdTech startup targeting Philippine engineering licensure examinees. Leading frontend development, infrastructure setup, data strategy, and go-to-market planning for the August 2026 MELE cohort launch.
05 · Certificates
Credentials
06 · Contact
Let's
Build
Something.
Always open to interesting conversations and collaborations.
Ready to collaborate?
I'm looking for data engineering roles, freelance projects, and startup partnerships.
Send a Message →