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Max Baldiviezo

@maxbaldiviezo

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Machine Learning Engineer at ixpantia, shipping ML and LLM prototypes from production pipelines to agent evaluations.

Bolivia

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At ixpantia, I build data and ML solutions for clients in medical devices, energy, and retail. I developed reporting-platform components and MLflow templates, and worked on GCP infrastructure with Terraform.

At Tigo Bolivia, I rebuilt prepaid churn and upsell models in-house and fine-tuned BERT to classify survey responses, reducing manual tagging time by about 25%. Earlier, at ProcessMaker, I automated Salesforce CRM reporting and created sales-funnel dashboards.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist (Data Specialist)

Current

ixpantia

Jun 2025 - Present (1 year 4 months)

Data and ML consulting for clients in medical devices, energy and retail. Built R&D reporting platforms, MLflow templates, and LLM prototypes, and supported cloud infrastructure and data migrations.

Rust Leptos Sqlx SQL ETL MLFlow R Python Terraform GCP Docker CI CD Lang Chain Shiny LLM RAG OIDC Snowflake Domo

Data Scientist

Tigo Bolivia

Jul 2023 - May 2025 (1 year 10 months)

Rebuilt churn and upsell models in-house on AWS, fine-tuned BERT for survey classification, and created Power BI dashboards for marketing. Worked with data teams across Latin American markets.

Python SQL XGBoost AWS Sagemaker Athena Feature Stores SHAP BERT NLP Power BI K Means A B Testing

Data Analyst

ProcessMaker

Aug 2022 - Jun 2023 (10 months)

Automated Salesforce CRM extraction with Python and SQL into Looker Studio, replacing manual Excel reporting. Built sales-funnel dashboards and analyzed training platform adoption.

Python SQL Salesforce Looker Excel Data Analysis Dashboarding

Education

Degrees, certifications, and relevant coursework

Universidad Privada de Bolivia

Graduate Certificate, Advanced Data Analytics

2022 - 2023

Graduate Certificate in Advanced Data Analytics from Universidad Privada de Bolivia, completed between 2022 and 2023.

Universidad Autónoma Gabriel René Moreno

B.Sc., Electrical Engineering

2018 - 2022

Activities and societies: Teaching assistant for Numerical Methods and Fluid Mechanics; participated in UAGRM's first hackathon.

B.Sc. in Electrical Engineering from Universidad Autónoma Gabriel René Moreno, completed between 2018 and 2022. Served as a teaching assistant for Numerical Methods and Fluid Mechanics and participated in the university's first hackathon.