Daniela A.

Advanced Analytics | Data Visualization | Data Science | Machine Learning | Kaggle Competitions Expert | Lean Six Sigma Black Belt

About Me

I'm passionate about solving problems, draw insights that can enable companies make better decisions and improve customer experience.

With many years of experience in Operational Excellence and Continuous Improvement, I followed a natural path to incorporate Advanced Analytics and Data Science to my toolbox.

  • Operational Excellence
  • Project Management
  • Lean Six Sigma
  • Business Analysis
  • Data Modelling
  • Business Intelligence
  • Data Science
  • Machine Learning
  • Big Data
  • Data Visualization
  • Cloud Computing
  • Advanced Analytics
  • Robotic Process Automation
  • Kaggler
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What I do

Data Visualization

Companies all over the world use data visualization techniques to make decisions about their business.

I can provide you with user-friendly and beautiful visualizations that can quick and clearly convey the message you want.

Robotic Process Automation

Do you want to automate manual processes and repetitive activities that do not bring value to your business?

This can help you free up time that can be used in more valuable activities, reducing the costs of your company and increasing your competitiveness.

Data Science

This service enables business to obtain valuable insights from data and focus on what matters.

From data exploration to deployment in production, I can help you unlock the power of AI to solve your business problem.

Consulting

Do you have data but don't know if and how AI technologies can help your business?

Or you don't have data but want to know what you need to do to become more data-driven?

Please drop me a message and let's discuss how your business can benefit of the latest technology advances.

Featured Projects

Data Science

Forecasting intermittent demand

Machine Learning

During the M5 competitions I developed a model that forecasts the sales for the upcoming 28 days for more than 40.000 time series, using a dataset provided by Walmart. This solution ranked the top 1% (28th position) and can be found here.

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Data Science

A/B Testing in Marketing Analytics

Advanced Analytics

This project shows how you can use Python to analyse the results of a A/B test, which can help you decide whether a particular feature can increase the conversion rate in your business.

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Data Science

Obtaining job positions related to Data Science at Indeed

Web Scraping

Wonder how you can use Python and Selenium to scrap data and obtain details of job ads at Indeed? Here we scrape data from a website and retrieve main information such as job title, company name, location and summary. This information is then saved in a csv file, and you can use for your analysis on the job market.

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Hard Skills

Python
85%
R
75%
SQL
70%
Apache Spark
70%
Power BI
75%
Tableau
70%
Qlik
70%
SPSS
70%
Linux
80%
Scikit-learn
80%
Tensorflow
75%
PyTorch
70%

Soft Skills

  • Problem Solving
  • Communication
  • Team Work
  • Creativity

Recent Portfolio

  • All Categories
  • Machine Learning
  • Data Visualization
  • Advanced Analytics

Wrap - A campanion plugin

Wrap is a clean and elegant Multipurpose Landing Page Template. It will fit perfectly for Startup, Web App or any type of Web Services. It has 4 background styles with 6 homepage styles. 6 pre-defined color scheme. All variations are organized separately so you can use / customize the template very easily.

It is a clean and elegant Multipurpose Landing Page Template. It will fit perfectly for Startup, Web App or any type of Web Services. It has 4 background styles with 6 homepage styles. 6 pre-defined color scheme. All variations are organized separately so you can use / customize the template very easily.

  • php
  • html
  • css
  • php
  • wordpress
  • React
  • Javascript
Live Demo

All variations are organized separately so you can use / customize the template very easily.

All variations are organized separately so you can use / customize the template very easily.

Forecasting Accuracy

Wrap is a clean and elegant Multipurpose Landing Page Template. It will fit perfectly for Startup, Web App or any type of Web Services. It has 4 background styles with 6 homepage styles. 6 pre-defined color scheme. All variations are organized separately so you can use / customize the template very easily.

It is a clean and elegant Multipurpose Landing Page Template. It will fit perfectly for Startup, Web App or any type of Web Services. It has 4 background styles with 6 homepage styles. 6 pre-defined color scheme. All variations are organized separately so you can use / customize the template very easily.

  • python
  • forecasting
  • time-series
  • machine learning
  • lightgbm
  • kaggle
  • walmart
  • m5
Live Demo

All variations are organized separately so you can use / customize the template very easily.

All variations are organized separately so you can use / customize the template very easily.

Interested to Work?

Please contact me using any of the channels below. Let's have an informal chat and figure out together what possibilities we can explore to help you in your Digital Transformation!

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