Andres Rios Email & Phone Number

Argentina

Buenos Aires, AR

San Francisco, California, US

Ciudad De Los Deportes, Distrito Federal, MX

• Orchestrated end-to-end data projects, meticulously planning and overseeing their execution.
• Crafted comprehensive roadmaps, defined key performance indicators (KPIs), established development metrics, and delineated project scopes.
• Designed Data Warehouses (DWH) and implemented an analytics layer managed by dbt, optimizing data accessibility and analysis.
• Continuously enhanced Airflow ETL pipelines, BigQuery Data Warehouses, and internal tools, ensuring data infrastructure reliability.
• Took ownership of critical Machine Learning projects, driving innovation and impactful solutions.

Ciudad De Los Deportes, Distrito Federal, MX

• Spearheaded the development of a high-impact data team, dedicated to enhancing the lives of Spanish speakers through innovative hearing aid solutions.
• Strategized and executed data projects collaboratively with cross-functional teams, fostering a culture of data-driven decision-making.
• Architected and managed the implementation of an advanced Analytics Data Warehouse.
• Demonstrated strong leadership by overseeing talent acquisition processes, conducting interviews, mentoring through one-on-one sessions, and fostering growth paths for team members.
• Streamlined and optimized data request workflows to ensure efficient data-driven insights.

Ciudad De Los Deportes, Distrito Federal, MX

• Designed Tableau Dashboards integrating data from multiple sources (Big Query, Spreadsheets, PostgreSQL).
• Developed a Content Success model MVP.
• Extracted valuable insights through exploratory data analyses (EDAs).
• Established an environment for reproducible, validatable, and reusable EDAs using Docker, Jupyter, Git, and custom Python utilities.

🌎, AR

Buenos Aires, AR

• At MercadoCredito:
• Spearheaded Fraud Detection initiatives, leveraging Machine Learning to safeguard credit products.
• Developed end-to-end Machine Learning models for comprehensive fraud prevention.
• Utilized a versatile toolkit, including ScikitLearn, Pandas, Tableau, Flask, Python, Teradata, Docker, Jupyter, and Data Dog. At Sell Your Item Team (Mercado Libre):
• Applied Natural Language Processing (NLP) techniques to enhance user experiences for sellers on Mercado Libre.
• Specialized in creating, fine-tuning, and evaluating Machine Learning models to optimize platform functionality.

Santiago, Región Metropolitana De Santiago, CL

• Create a Time Series Forecast to predict anomalies in the frozen food supply chain.Tools used:
• APIs REST written on Flask
• InfluxDB
• Prophet of Facebook
• Docker
• Python

Santiago, Región Metropolitana De Santiago, CL

• Develop Deep Learning models for objects detection.Tools used:
• Keras
• Tensorflow
• YOLO
• OpenCV

Buenos Aires, Ciudad Autónoma De Buenos Aires, AR

• Mentor in Data science Course,Topics:
• Workflow of a data science project.
• Introduction to Python and DS tools.
• Supervised learning
• KNN
• SVM

Buenos Aires, Ciudad Autónoma De Buenos Aires, AR

• Work with clientes to implement Machine Learning PoC or MVPs in their businesses.The most relevant projects were:
• Predict churn behavior of clientes and raise an alarm.
• Python system to manage demand for fruit production.
• Predicting purchase intent using ScikitLearn and python.
• Node.js API to serve Machine Learning predictions.
• Create a Spark / hadoop cluster to manage billions of records and then use MLib to create a ML model.

Created modules using Angular and Ionic.Dev environments and productions had been build on Docker and version was tracked with Git and Github

CABA, Capital Federal, AR

Work installing telecommunication hardware like Huawei DWDM up to 100GB / sec.Upgrade of obsolete hardware at data centers.

Licenciatura, Ciencias De La Computación

Data Science And Ai School, Computer Programming

Software Development Fundamentals, Computer Software Engineering

Python Programming, Computer Science

Blockchain School, Economics

Ciencias De Datos Y Big Data, Tecnología De La Información

Biomedical Engineer, Biomedical/Medical Engineering