Teaching

I have taught courses and given talks on data engineering, analytics, and mobile marketing across various institutions and industry events.

Talks & Case Studies

Running Reports in Milliseconds Using Amazon QuickSight with Bandai Namco Mobile

Case Study

Event: AWS Case Study

2024
Online

Audience: Data Engineers, Marketing Analytics Professionals

Bandai Namco Mobile streamlined their marketing data pipeline using AWS services like AWS Glue and Amazon QuickSight. The results? ⚡Faster insights, increased productivity, and significant cost savings.

An Evolving Landscape: Practical Innovations in User Acquisition for F2P Mobile Games

Technical Talk

Event: 2023 Core Talks: Data after dark

2023
Helsinki, Finland

Audience: Mobile Game Industry Professionals

In this presentation, I explore practical data science innovations for user acquisition in the F2P mobile game industry. I cover how to build robust and reliable marketing data pipelines using tools like dbt, address the complex challenges of revenue attribution under new privacy frameworks like Apple's SKAN and the Android Privacy Sandbox, and apply optimization techniques to maximize the impact of marketing budgets. The focus is on turning data into actionable insights for profitable growth in an evolving digital landscape.

The Goblin's Guide to dbt: Pipelines using Athena and AWS

Meetup

Event: dbt meetup Barcelona

2023
Barcelona, Spain

Audience: Analytics Engineers, Data Engineers, Industry Professionals

An updated version of the talk given at dbt meetup Barcelona in 2021, showing the usage of AWS Glue Ray.

Marketing Pipeline using AWS and dbt

Meetup

Event: dbt meetup Barcelona

2021
Barcelona, Spain (virtual)

Audience: Analytics Engineers, Data Engineers, Industry Professionals

In this meetup we presented how we built a marketing pipeline using AWS Athena and dbt.

SKAdNetwork Case Study: Rovio

Case Study

Event: Singular.net Case Study

2021
Online

Audience: Mobile Marketing Professionals

Case study showcasing how Rovio leveraged SKAdNetwork for marketing measurement and optimization in their F2P mobile games to reach 3X in accuracy and readiness for iOS 14.5+.

Rovio SKAdNetwork Case Study Webinar Q&A

Webinar

Event: Singular.net Webinar

2021
Online

Audience: Mobile Marketing Professionals, UA Managers

Present in this Q&A session alongside industry leaders from Vungle and Singular, I had the opportunity to share insights on Rovio's approach to user acquisition and growth in the era of iOS 14.5 and SKAdNetwork.

Courses

CS E4610: Modern Database Systems

Master

Institution: Aalto University

Location: Espoo, Finland

Period: 2018

Tutorials for the course taught by Prof. Aristides Gionis. The tutorials covered PostgreSQL, Elasticsearch, and Apache Spark.

Topics
SparkSQLSearchDatabases

Workshop: Big Data Processing with Apache Spark

Workshop

Institution: National Polytechnic Institute - Computing Research Center

Location: Mexico City, Mexico

Period: 2016

The workshop aims to provide participants with practical knowledge of Apache Spark, a powerful, fast, and convenient tool for processing large datasets that surpasses Apache Hadoop. Attendees will learn to write Spark applications using the Scala programming language to process both structured and unstructured datasets or data streams.

Topics
SparkBig Data
Materials