Andrés F.

Andrés F.

Business Intelligence Developer

Colombia
Trusted member since 2024
7 years of experience

He designs and delivers impactful analytics solutions for the e-commerce industry, building data marts, designing dashboards, and transforming data into actionable insights that empower cross-functional decision-making.

Among his key achievements, Andrés develops a robust DataMart that reduces inventory accounting closing time from five days to one, refactors discount processes in Airflow to reduce load size by 24x, and optimizes data storage, achieving significant cost savings.

Main expertise

TableauTableau6 years
LookerLooker4 years
BigQueryBigQuery4 years
RedshiftRedshift2 years
5+

Experience7

Valtech

Data Engineer

Valtech
Information Technology (IT) and Services
Jul 2025 - Feb 2026 · 7m
  • Developed and documented BigQuery queries for a U.S. luxury retailer, creating partitioned tables and automated batch jobs; also built and optimized data pipelines powering a Vertex-based website, enabling secure data sharing with partner fashion brands.

  • Scaled a high-value behavior Power BI dashboard for a global automotive manufacturer from a single market to 26 countries by developing Databricks tables, standardizing country-specific logic across heterogeneous sources, and delivering a unified, reliable dataset for consistent reporting.

  • Improved data architecture and quality by redesigning the model into a Power BI-optimized star schema, leading a comprehensive data flow documentation effort (39 tables, 16 views), and implementing a Python reconciliation function that recovered 14% of misclassified or excluded records.

DatabricksDatabricks
Microsoft Power BIMicrosoft Power BI
Data Engineering
BigQueryBigQuery
JiraJira
Valtech

Senior Data Analytics Consultant

Valtech
Information Technology (IT) and Services
Jan 2025 - Jun 2025 · 5m
DatabricksDatabricks
JiraJira
Data Analytics
TableauTableau
PedidosYa

Business Intelligence Developer

PedidosYa
E-commerce
Jun 2022 - Jun 2024 · 2y
  • Designed, developed, and maintained a DataMart supporting requests from multiple stakeholders across 14 Latin American countries.
  • Built and managed Airflow DAGs and modeled Looker Explores, unifying KPIs across teams for consistent analytics.
  • Created a robust DataMart that reduced inventory accounting closing time from five days to one, resolved critical issues in a global reconciliation tool for LATAM markets, and refactored the discount process in Airflow, reducing load size by 24x and achieving significant storage savings.
PythonPython
SQLSQL
Google CloudGoogle Cloud
BigQueryBigQuery
JiraJira
8+
PedidosYa

Senior CX Data Analyst

PedidosYa
E-commerce
Feb 2020 - May 2022 · 2y 3m
  • Developed and implemented global surveys using Qualtrics and managed NPS campaigns in Braze for both new and existing customers.
  • Collaborated with Partner and Rider Experience teams to improve NPS performance across the ecosystem and built Tableau dashboards for detailed monitoring and analysis by segment.
  • Uncovered a global user experience trend that explained NPS fluctuations and established NPS targets for Managing Directors across multiple countries.
  • Identified key NPS improvement levers through logistic regression analysis, enabling targeted actions to enhance customer and partner satisfaction.
SQLSQL
BigQueryBigQuery
JiraJira
Data Analytics
TableauTableau
2+
PedidosYa

Business Intelligence Operations & Logistics Leader

PedidosYa
E-commerce
May 2019 - Jan 2020 · 8m
  • Supported operations and logistics teams by creating Tableau reports and deriving actionable insights to address key business challenges.
  • Developed a Unit Economics report that calculated EBITDA per order for logistics operations, enabling targeted cost optimizations and driving progress toward profitability.
AWSAWS
SQLSQL
Data Analytics
Team Leading
TableauTableau
2+
PedidosYa

Business Intelligence Cross Analyst

PedidosYa
E-commerce
Jan 2019 - Apr 2019 · 3m
  • Analyzed data from various departments, extracting insights from Amazon Redshift and generating Tableau reports to support company-wide decision-making.
  • Created the Fail Rate Monitor, which became the most viewed Tableau report in the company, with over 2,000 employees accessing it regularly.
  • Analyzed over 50 rejection reasons, contributing to a reduction in partner Fail Rate from 13% to 4% regionally.
SQLSQL
Data Analytics
TableauTableau
RedshiftRedshift
TrelloTrello
LookerLooker
Domicilios.com

Business Intelligence Analyst

Domicilios.com
Food and Beverage Delivery
Nov 2016 - Dec 2018 · 2y 1m
  • Extracted data using MySQL to generate Tableau reports with insightful visualizations for the marketing, sales, and finance teams.
  • Served as the primary point of contact for global teams visiting the country, providing support through English fluency and a strong understanding of cross-company operations.
  • Prepared the CEO’s monthly presentation for the global CIO, featuring key insights for semiannual visits, and acted as a liaison for the Customer Experience team in Germany to implement NPS surveys.
  • Analyzed and reduced company expenses by 2% through a cost-cutting initiative led by the CEO and reviewed by the CTO.
  • Georeferenced all orders and sessions globally using PostgreSQL, enabling the Sales team to develop targeted lead strategies.
  • Created SQL queries to categorize alcoholic and non-alcoholic beverages, delivering sales insights that strengthened partnerships with Dislicores, Coca-Cola, and Pernod Ricard.
MySQLMySQL
PostgreSQLPostgreSQL
SQLSQL
Data Analytics
TableauTableau
AsanaAsana

Assessments

Engineering excellence

Andres’s overall performance in a 90-minute live technical assessment ranks in the top 15% of vetted Business Intelligence Developers at Proxify.

Certificates 1

Databricks Certified Data Analyst AssociateDatabricks, Inc.

Issued Sep 2025 - Expires Sep 2027
Credential ID 161307223

DatabricksDatabricks
SQLSQL
Databricks Certified Data Analyst AssociateDatabricks, Inc.

Issued Sep 2025 - Expires Sep 2027
Credential ID 161307223

DatabricksDatabricks
SQLSQL
Do you want to know more about Andres’s certifications?Book a call

Education

Universidad de los Andes
Universidad de los Andes
Industrial Engineering2011 - 2016

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