Looking for a job

Maria Paula Bueno M

@mariapaulabuenom

Message

I build Python automation and applied AI systems for mission-critical business processes.

Colombia

Message

What I'm looking for

I'm looking to transition into AI/ML engineering, applying my RPA and data engineering background to build intelligent agents and recommendation systems.

At UNIMINUTO, I build Python and Playwright RPAs that process 164,000+ SAP ARIBA document rows, automate Oracle-driven certificate generation, and reduce bot build time from 15 days to 2 days through reusable architecture. I also lead Python development and design centralized APIs and spec-driven foundations for agentic AI projects.

Across CGI, Teleperformance, Accenture, and consulting roles, I’ve delivered automation, churn modeling, voice and text mining, data integrations, and cloud-migration architecture. I’m transitioning into AI/ML engineering, building on 7+ years in RPA and data engineering and my master’s thesis on hybrid recommendation engines using NLP and Knowledge Graphs.

Experience

Work history, roles, and key accomplishments

Current

Automation Engineer

Current

UNIMINUTO

Mar 2023 - Present (3 years 6 months)

Built Python/Playwright RPA for SAP ARIBA processing 164,000+ document rows, and migrated legacy .NET/Selenium RPAs to Python, reducing maintenance effort by 44%. Led the Python development team and designed a Spec-Driven Development architecture for agentic AI projects.

Python Playwright Selenium SQLite SQL Server Oracle Flask Prefect Systemd Windows Task Scheduler SAP Ariba Change Data Capture Robotic Process Automation Agile Leadership

Python Developer

CGI S.A.S

Jul 2022 - Feb 2023 (7 months)

Designed and implemented RPAs to automate manual processes, cutting cycle execution time from three hours to one. Led the Python development team and executed web scraping projects for data capture.

Python Robotic Process Automation Web Scraping Scrum Big Data Team Leadership

BI Analyst

Teleperformance S.A.S

Dec 2020 - Jul 2022 (1 year 7 months)

Developed a Python churn model with 71% precision/recall and applied voice and text mining across 2,000+ customer interactions per month. Built Power BI dashboards for 10+ stakeholders and automated data extraction saving 4 hours/week.

Python Churn Modeling Call Miner Voice Mining Text Mining Power BI Robotic Process Automation Data Extraction Analytics

IT Consultant

1IZE Consultores S.A.S

Sep 2019 - Nov 2020 (1 year 2 months)

Deployed and supported Oracle Hyperion financial modules for clients in El Salvador and Colombia, and administered data cubes with Oracle ESSBASE. Developed financial reporting scripts and integration interfaces.

Oracle Hyperion Essbase Financial Reporting Data Integration Pl SQL

Jr. Programming Analyst

Grupo XXI S.A.S

May 2019 - Aug 2019 (3 months)

Developed a prototype product-delivery module for Nutresa with a C backend and JavaScript frontend. Supported business continuity implementation aligned with ISO 27001.

C JavaScript Prototyping ISO 27001 Business Continuity

Cloud Migration & Transformation Analyst

Accenture Colombia LTDA

Jan 2018 - Mar 2019 (1 year 2 months)

Led requirements gathering and As-Is/To-Be architecture design for avianca.com's cloud migration, and supported the creation of a cloud migration sales proposal for the Colombian Stock Exchange.

Cloud Migration Architecture Design Requirements Gathering Sales Proposals

Support Engineer

Uniminuto GST

Oct 2014 - May 2015 (7 months)

Implemented the Opencast e-learning platform for class automation and management, administering ten Linux servers.

Opencast Linux Server Administration E Learning

Education

Degrees, certifications, and relevant coursework

Universidad Internacional de La Rioja (UNIR)

Master's Degree, Artificial Intelligence

Master's degree in Artificial Intelligence with a thesis on hybrid recommendation engines combining NLP and Knowledge Graphs. Advanced coursework in AI and Data Engineering.