Gioia Iacopini


Data Scientist

About me


I am a Data Scientist based in London
Currently working at Peak
Helping businesses do great things with data

Portflio


What art style is this painting? - 2020

I used the deep learning Fast AI library to create an application that classifies art styles.
(Python)

#NLP Series - Language Modeling - 2019

I used three language models to perform sentence completion.
(Python)

#NLP Series - Sentiment Analysis - 2019

I used the Perceptron Algorithm to extract the sentiment from 2000 movie reviews.
(Python)

Sales Forecast With SIM - 2018

I forecasted Sheffield supermarket's sales using Spatial Interaction Models
(Python)

Restaurant Recommendation System - 2018

Simple and content based recommender system created using TripAdvisor data
(Python)

Image to text Application - 2017

I created an application that extracts text from images using Pytesseract. The text is then organizes in a dataframe.
(Python)

Business Success/Failure Prediction - 2017

In this project I use Supervised Machine Learning algorithms to predict business success or failure from socio-economic factors. (Python)

Correlations Among Products - 2017

sales

In this project I analyse a supermarket's sales data to investigate how sales of ranges of products are affected. (Python)

Segmentation of Customers - 2017

sales

In this project I use unsupervised learning to segment customers from a transaction dataset.
(Python)