Hugo Hiraoka

Collection of Selected works

Clustering| KMeans, PCA

Credit Card Customer Segmentation model for a Bank

CNN

Predicting Used Car Prices using CNN

Densenet 121

Identifying Dog Breeds. The Great Zoltar vs Densenet 121 AI. Who wins?

CNN | Keras, TensorFlow, BERT

Spam email classification model using BERT

Clustering, PCA

Predicting Patients with COVID19 that need ICU Hospitalization

CNN | Keras, Tensorflow

Diagnosis of Diabetic Patients

Feature Selection, Model Selection and Tuning

FewFiu: The AI Next Generation Social Network

Tableau

Data Analysis. Is the Temperature of world cities increasing?

Nestle Creating Shared Value.pptx

Creating Shared Value. How to improve Nestle's image crisis?

CNN | Keras, Tensorflow, Pyplot

Classifying CIFAR-10 images using CNN

CNN | Keras, Tensorflow, Transfer Learning, VGG16, Pyplot

Classifying Brain Tumors using CNN & Transfer Learning

CNN | Densenet 121

Classifying images of dogs by Breed

CNN | Keras, TensorFlow, Pyplot

Classifying images of Primate Species using CNN and VGG16

CNN | Keras, TensorFlow, Pyplot

Classifying Images of Foods using CNN

CNN | Keras, TensorFlow, Pyplot

Classifying images of plant seedlings

Logistic Regression, Pyplot

A model to target loan customers for a bank

Ensemble, RF, Feature Extraction, NLTK, Pyplot

A sentiment analysis model for the airline industry association

Emirates&WeighPassengers

Emirates. Negotiating Out of the Box Ideas for a new product.

Is the ground Temperature of World

Is the ground Temperature Increasing? Analysis using Tableau

WZ_IntroductionDeck(2022)

Weizozo: A Social Media Network for those without a Voice

Javascript, PHP, HTML, CSS, API

Vessel Tracker App (mostly on JS/PHP/MySQL)

An app model for MODA, `the next AI fashion agent.

Log Reg, Tree, Ensemble, XGBoost, KFold, SMOTE, Pipelines..

Predicting Credit Card Churning for a bank

ClimateChange_02.pdf

PowerBI & DAX. Is the Temperature of World Cities Increasing?

NakedWines

Naked Wines A digital marketing strategy to increase the brand value.

Slot Machine 2

Java. An Engine for a slot machine using JavaFX for a simple test interface

NBAINTEL-REDBULL

AirBasket: Negotiating out of the box ideas for a new sport.

AnimalRights

Animals Moral Rights: We do not own animals.

App: "Big Bear" University. Academic path planning app (Android)

Digitalis-NB01

An array of 4 Entertainment Channels for the Cruise Industry.

Sprint PCS: Analysis, Strategy & Recommendations for Sprint PCS Merger with TMobile. [Confidential - Restricted Access]

Multiiple Linear Regression

Predicting Used Cars Prices for a used car mega dealer using CNN

MYHOPES.reduced

I wish.

Log Regression, Ensemble, Bagging, RF, Pyplot, XGBoost, Tree

Predicting customers that will purchase a Travel Package

Moko Travel Agency

Web App. Moko Travel Company website. JS/PHP.

CNN | Keras, LSTM

Predicting Stock Prices with LSTM RNN

PowerBI, DAX

Data Analysis Is the Temperature of World Cities increasing?

CSC-SmartBuliding.v04

5G Indoor services targeted towards Class B buildings.

Classifying Images of beautiful flowers

Japan

A promotional presentation to boost interest in Japan and its culture.

Digitalis: Media Channels for the Cruiseline industry

MODAFashion.pptx

MODA App. A business plan for a fashion advisor app.

Android App: Address Book using using SQLite + ROOM + RecyclerView + Persistent Preferences

Rats-with-wings

Rats with Wings. An inconvenience.

Pyplot, Exploratory Data Analysis (EDA)

Product Insights and Recommendations from Data Visualization

Petbook.pptx

Petbook. The idea for a pet oriented social media Platform.

GunViolence

Gun Violence. Classifiying victims [Limited view]

Rei Kawakubo & Comme des Garcons.

Harajuku and Influential Fashion Photographer Yokusuka Noriaki.

Business Case McD Man vs Machine GG T3.pdf

McDonalds. Automation Opportunities to reduce labor costs.

FashionPhotography_MCMX_Decade

Fashion Photography Introduction: Fashion in the 1910s.

SonyVaioProposal

Sony VAIO. Proposal. What to do with VAIO? [Confidential - Restricted]

Burberry OB

Burberry. Analysis of Burberry's miraculous recovery.

Dove Real Beauty

Dove. A strategy to recover from disaster.

Space X Anti Fragility.pptx

SpaceX. An improved system to minimize Fragility.

SIMON

Simon. Plan & Strategy to compete with the online shopping ecosystem.

A Global Strategy for Volkswagen

Volkswagen. A proposal for Future Opportunities.

A Lean Proposal for Hult Rio

Hult. A Proposal to open a new campus in Rio, Brazil.

What is Kaizen?

HomeDepotRecommendation

Recommendation. Home Depot Stock: Buy or Not Buy

An engine for a Python media Player

Starbucks-Entrance in Milano

Starbucks. A marketing strategy to enter Milano.

Samsung. Proposal. Strategy to recover from the Note 7 disaster [Confidential - Restricted Access]

Android App. Book Store using ROOM - DAO to a local database (SQLite)

Get in touch at [hhiraoka.w@gmail.com]

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