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Work Background
Data Science Specialist
AunaData Science Specialist
May. 2024
Docente
CIBERTECDocente
Nov. 2023I teach the Python Fundamentals for Data Science course.
Lead Data Scientist
Myfuture-AILead Data Scientist
Aug. 2023 - Feb. 2024
Machine Learning Developer
Building Optimization TechnologiesMachine Learning Developer
May. 2023 - Jun. 2023Python and SQL code refactoring project of a dashboard in Plotly Dash, optimizing the existing XGBoost implementation for temporal regression analysis of building energy consumption.
Advanced Analytics and Artificial Intelligence Consultant
Neo Consulting - Consultora de Estrategia DigitalAdvanced Analytics and Artificial Intelligence Consultant
Oct. 2022 - Apr. 2023Developed a digital RFM analysis product based on clustering algorithms and worked on multiple digital analysis projects using Google Analytics, BigQuery and Looker Studio.
Machine Learning Engineer
Anyone AIMachine Learning Engineer
Jul. 2022 - Dec. 2022- API data ingestion project for predictions using multivariable linear regression and decision trees. - Mortgage credit default risk calculation project using light GBM and random tree classifier with cross-validation of random search and light GBM. - Web service project for the deployment of a ResNet50 with Flask, REDIS, Docker, Locust and TensorFlow. - Computer vision model training project with data in an Amazon S3 bucket and the use of a K80 GPU in AMAZON EC2. - Sentiment analysis project (natural language processing) of movie reviews with logistic regression and feature engineering with custom word embedding. - Automatic vehicle classification project with a DenseNet using FastAPI, REDIS, NodeJS, YOLOv7, TensorFlow, Torch and TorchVision.
Quality Control Analyst
GlobantQuality Control Analyst
Mar. 2022 - May. 2022QA project and SQL programming for manual software testing and general quality assurance of a website.
Economic Data Analyst
Gobierno regional del CuscoEconomic Data Analyst
May. 2021 - Oct. 2021Cuzco, PeruData integration project in Microsoft SQL Server and completion of missing data using web scraping with Selenium in Python.
Database Administrator
JOEX TravelDatabase Administrator
Jul. 2019 - Mar. 2020Cusco, PeruI performed data entry tasks, querying and administration of Microsoft Access databases.
Pollster
INEI- Instituto Nacional de Estadística e InformáticaPollster
Aug. 2018 - Feb. 2019Cusco, PeruI carried out surveys aimed at companies and faucets for the calculation in Excel of the local monthly Consumer Price Index (CPI) and the update of the database for the calculation of the national CPI.

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Personal Pitch
Advanced Machine Learning Engineering Solutions
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