Projects

Here are some of the projects I’ve worked on for various companies to provide you with an idea of my experience.

Encora (2021-Present)

Senior ML Engineer

Recomendation system: what is going to be my next purchase?
Customer Segmentation: what are the most valuable customers?
Sales Prediction
A/B Testing for marketing campaigns
Reporting automation
Customer movement data ingestion
Data Analytics and Reporting for finance, merchandising, and marketing

Tech Stack: MLOps, SQL, Power BI, Tableau, Python, Sci‑kit learn, Keras, Pytorch, Matplotlib, Numpy, Seaborn, Pandas, Kafka, Azure Machine Learning Studio, Azure AutoML, Azure AI, Pipeflow, MLflow, AWS Sagemaker, AWS S3, AWS EC2, AWS Lambda Functions, AWS Step Functions, AWS Cloudwatch, OpenAI API, GitHub, Azure DevOps boards, Responsible AI, Supervised, Unsupervised learning.

MLG (2019-020)

ML Engineer

Web Site: https://mlg.ulb.ac.be

Robot localization prediction using Particle’s filter and artifitial neural networks.

Tech Stack: Python, Keras, PyTorch, Transfer Learning, Bayesian Filters, Webots Robot Simulator.

Assuresoft (2017-2018, 2020-2021)

Software Engineer

Web Site: https://www.assuresoft.com

Telecom software to manage technicians appointments and show real-time information about their work
CRM software for health system

Tech Stack: Full‑stack web development, Angular, JavaScript, Pug Templates, Typescript, NodeJS, GraphQL, RedIS, Kafka, Oracle, Angular, microservices, GitHub, Subversion, Jira, Code Reviews, PHP, Zend Frameworks, SQL, MySQL, JQuery.

Mojix (2016)

Software Engineer

Web Site: https://www.mojix.com

Automotive software to schedule and manage car maintenance information.

Tech Stack: Full‑stack web development, C#, ASP.NET, MySQL, and Angular

Medspazio (2015-2016)

Software Engineer

Web Site: http://www.medspazio.com.bo

Healthcare system.

Tech Stack: Full‑stack web development, C#, .NET, WPF, Javascript, and SQL.

Additional Projects

CV: Image classification, Object Detection
NLP: Entity Recognition, Key phrase extraction, and Sentiment Analysis
Chatbot with OpenAI API
LLM deployment and custom chat creation using RAG
ML pipeline design, creation, deployment, and monitoring