Adriรกn Chust Ros ๐ Data Scientist Email and Phone Number
I am a data scientist passionate about Artificial Intelligence with 4 years of experience programming and applying data science. My experience in programming and data analysis has allowed me to extract value from data in projects in sectors such as telecommunications, pharmaceutical, tourism, sustainability, biotechnology and public administration.These are some examples of my work:- I worked for the Atresmedia group to ๐๐๐ญ๐๐ซ๐ฆ๐ข๐ง๐ ๐ญ๐ก๐ ๐ฏ๐๐ซ๐ข๐๐๐ฅ๐๐ฌ ๐ฐ๐ข๐ญ๐ก ๐ญ๐ก๐ ๐ ๐ซ๐๐๐ญ๐๐ฌ๐ญ ๐ข๐ฆ๐ฉ๐๐๐ญ ๐จ๐ง ๐ญ๐ก๐ ๐ฌ๐ฎ๐๐๐๐ฌ๐ฌ ๐จ๐ ๐๐๐ฏ๐๐ซ๐ญ๐ข๐ฌ๐ข๐ง๐ ๐๐๐ฆ๐ฉ๐๐ข๐ ๐ง๐ฌ. These campaigns covered 90% of the Spanish digital audience and included TV, mobile and desktop ads for major national and international brands.- I helped a start-up manage its capital risk by estimating its future EBITDA by predicting its sales by country and various variable expenses. I developed and deployed more than 75 time series forecasting models in the cloud, leading to a ๐ฉ๐ซ๐๐๐ข๐๐ญ๐ข๐จ๐ง ๐๐ซ๐ซ๐จ๐ซ ๐ข๐ง ๐ฉ๐ซ๐จ๐๐ฎ๐๐ญ๐ข๐จ๐ง ๐๐๐ฅ๐จ๐ฐ ๐๐% ๐ฐ๐ข๐ญ๐ก ๐ฅ๐๐ฌ๐ฌ ๐ญ๐ก๐๐ง ๐ ๐ฒ๐๐๐ซ ๐จ๐ ๐ก๐ข๐ฌ๐ญ๐จ๐ซ๐ข๐๐๐ฅ ๐๐๐ญ๐.- Designed detailed dashboard visualizations that enabled a multinational company to improve decision making. This resulted in ๐ซ๐๐๐ฎ๐๐๐ ๐๐ฏ๐๐ซ๐๐ ๐ ๐ฅ๐๐๐ ๐ญ๐ข๐ฆ๐๐ฌ ๐๐ง๐ ๐ ๐๐๐๐ซ๐๐๐ฌ๐ ๐ข๐ง ๐จ๐ซ๐๐๐ซ ๐ซ๐๐ญ๐ฎ๐ซ๐ง๐ฌ ๐๐ง๐ ๐๐๐ง๐๐๐ฅ๐ฅ๐๐ญ๐ข๐จ๐ง๐ฌ. This approach helped improve the customer experience.Main technical skills and tools: Python, R, SQL, Power BI and Google Cloud Platform.In addition, I have a great interest in digital marketing, in which I have been trained in a self-taught way, complemented with courses of more than 200 hours. During this process, I created 50 websites in WordPress and applied SEO to position them and generate traffic and sales regularly.I am passionate about applying data science to discover knowledge with real impact. In addition, I enjoy communicating my results, standing out for knowing how to simplify complex concepts for non-technical audiences.
Sala Scala
View- Website:
- salascala.com
- Employees:
- 52
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Jefe De Proyectos Y Cientรญfico De DatosSala ScalaValencia, Es -
Project Manager & Data ScientistScala Theater Sep 2024 - PresentResponsibilities:- I coordinated a team of 6 people to complete more than 5 commercial products based on automatic data processing and the use of artificial intelligence models.- I designed and coordinated the development of a system to obtain data from public and private sources to obtain useful information for our clients. This development used different techniques: APIs, file processing and web scrapping.- I built a common knowledge base for the team to share resources and train easily. I also created various tutorials and customised training plans that supported the skills of each member.Technologies:- Programming: Python, Linux bash (CLI).- Other technologies: Docker, WSL, ChatGPT.- Libraries: pandas, numpy, pydantic, aiohttp, asyncio, pytest, geojson. -
Data ScientistCibernos Apr 2024 - Sep 2024Responsibilities:- I collaborated in improving scalable data scrapping processes with CI/CD methodology. I developed data integrations of APIs (INE, AENA, ADIF, etc.) for the Malaga digital twin project (GeDIA).- I developed a system to change the projection of the coordinates of files with geospatial data (shapefile and geojson).Technologies:- Programming: Python, bash Linux (CLI).- Data management: SurrealDB (similar to MongoDB).- Libraries: pandas, pydantic, fastapi, requests, aiohttp, pytest, click, geojson, syncmodels, agptools. -
Data ScientistPredictical Oct 2022 - Mar 2024Responsibilities:- I collaborated directly with B2B and B2C clients in sectors such as pharmaceuticals, healthcare, telecommunications, marketing and biotech, following SCRUM to meet their business needs.- Designed a continuous learning cloud system for predictive time series models using daily big data. Achieved <10% error in production with <1 year of data. Deployed with containers and Google Cloud Run, storing predictions in Google Big Query. Tested SARIMAX, GARCH, Facebook Prophet and LinkedIn Silverkite models.- Worked with Atresmedia to identify key success characteristics of their campaigns and improve advertiser results. I used unsupervised clustering with k-means and explanatory machine learning models.- I designed and implemented automated data ingestion and transformation (ETL) flows to adapt them to the needs of each project.- I collected additional data through web scraping.- I created interactive dashboards with business relevant KPIs.Technologies:- Programming: Python.- Visualisation: Python, Power BI (DAX), Mode.- Data management: Google Big Query, MySQL, SQL Server, SQL Developer, M (Power Query), QlikView.- Cloud environments: Google Cloud Platform (Cloud Run, Artifact Registry), Power BI Service, Oracle Cloud.- Libraries: pandas, numpy, matplotlib, seaborn, plotly, scikit-learn, beautifulsoup, requests, flask, sarimax, pmdarima, arch, statsmodels, greykite, datetime, pycountry. -
Cientรญfico De DatosData Equity Oct 2022 - Mar 2024 -
Data ScientistCapgemini Feb 2022 - Apr 2022Valencia, SpainResponsibilities:- I created an automated flow for the collection and cleaning of open source data.- I applied data mining (clustering) techniques such as Kmeans, DBSCAN and k-nearest neighbours (KNN).- I developed predictive machine learning models in Spark and PySpark using AWS.Technologies:- Programming: Python.- Cloud environments: AWS (S3, Lambda).- Libraries: pandas, numpy, sklearn, plotly and pyspark. -
Data ScientistUniversity Of Valencia Nov 2020 - Dec 2020Responsibilities:- I designed, collected data and analysed surveys for a project on air pollution.- I enriched the data with open sources and performed feature engineering for their use.- I created generalised linear models (GLM) and ANOVA statistical models.- I developed a web application in R using Shiny, with graphs and interactive map showing geospatial data from surveys.Technologies:- Programming and visualisation: R.- Libraries: ggplot2, leaflet, shiny, maps, mapdata, dplyr, stringr, ggrepel and DT.- Models: generalised linear models (GLM) and ANOVA.
Adriรกn Chust Ros ๐ Data Scientist Education Details
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Ies Pere BoรฏlNatural Sciences -
Natural Sciences
Frequently Asked Questions about Adriรกn Chust Ros ๐ Data Scientist
What company does Adriรกn Chust Ros ๐ Data Scientist work for?
Adriรกn Chust Ros ๐ Data Scientist works for Sala Scala
What is Adriรกn Chust Ros ๐ Data Scientist's role at the current company?
Adriรกn Chust Ros ๐ Data Scientist's current role is Jefe de Proyectos y Cientรญfico de datos.
What schools did Adriรกn Chust Ros ๐ Data Scientist attend?
Adriรกn Chust Ros ๐ Data Scientist attended Universitat De Valรจncia, Datacamp, Ies Pere Boรฏl, International Baccalaureate.
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