• Skip to main content
  • Skip to primary sidebar

Damir Zunic

  • Home
  • Projects Portfolio
  • Certifications
  • Blog
  • About Me
  • Contact Me

Projects Portfolio

This is the list of my projects.

Language of Proteins

Leveraging pre-trained protein language models to classify protein sequences based on their function.

Skills: machine learning, Python, Scikit-learn, FastAPI, Docker

Drug development and discovery is a time and labor-intensive process that  could be enhanced and improved by next-generation protein sequencing techniques. Recent breakthroughs in Natural Language Processing (NLP) […]

Read More …

Online Shopping Behavior

Data analysis of online shopping behavior by applying supervised, unsupervised, semi-supervised learning.

Skills: machine learning, Python, Scikit-learn, Seaborn, Pandas, SHAP

Online shopping behavior is the process by which consumers search for, select, purchase, use, and dispose of goods and services, over the internet. For the ecommerce platform, one of the most important questions is, […]

Read More …

Bank Churn Prediction

The dashboard displaying likelihood of customer churn based on demographic and banking information

Skills: machine learning, Python, Scikit-learn, Flask

The cost of keeping an existing customer is much cheaper than the cost of acquiring a new customer. In addition, positive word-of-mouth from existing customers leads to cheap, almost free customer acquisition. To improve the customer retention […]

Read More …

T2D Risk Predictions

Predicting health risks for Type 2 Diabetes based on three A1C levels (no-diabetes, pre-diabetes, diabetes)

Skills: machine learning, Python, Scikit-learn, Seaborn

people technology display business

Type 2 diabetes occurs more commonly in middle-aged and elderly people and if left uncontrolled it can cause all sorts of serious health issues like infections, damaged kidneys, vision loss and blindness, amputations and many […]

Read More …

Tornado Impact

Data Analysis and visualization of tornado events in the United States 1996 – 2019

Skills: Python, Pandas, Matplotlib, Choropleth maps, GeoJSON,

We are all interested in weather data. Living in Indiana, one of the states that are sometimes included in Tornado Alley, and going frequently through warnings and safety procedures, it is normal that we are asking a lot of questions […]

Read More …

Croatia – Population Trend

Analyzing population trend in Croatia through last three decades using latest data that include 2018

Skills: Python. Pandas, Matplotlib, Choropleth maps, Folium, Tableau

Being myself an emigrant from Croatia, I am interested in Croatian migration trends in last few decades. As one of ex-Yugoslav republics, in the last 30 years Croatia faced three events that could have an impact to its population: […]

Read More …

ETL for Movie Datasets

Perform ETL on two movie datasets and insert existing Facebook information to prepare them for production

Skills: Python, Pandas, MongoDB

The purpose of the project was to find two movie datasets and perform ETL (Fxtract, Transform, Load)on them to migrate them to a production database. We are keeping our data warehouse focused on the following subjects […]

Read More …

Amazon Vine Reviews

Analyzing whether Vine reviews are free of bias and if they are truly trustworthy

Skills: Spark, PostgreSQL, Colab, AWS RDS

Many of Amazon’s shoppers depend on product reviews to make a purchase. Amazon Vine program is an invitation-only club for a small percentage of elite most trusted reviewers, selected by Amazon. The program aims to prov;ide […] 

Read More …

Exploration of Exoplanets

Machine learning models capable of classifying candidate exoplanets from the NASA Kepler space telescope dataset

Skills: machine learning, Scikit-Learn, Tensorflow

Over a period of nine years in deep space, the NASA Kepler space telescope has been out on a planet-hunting mission to discover hidden planets outside of our solar system. This measurement data has been collected along with what the classification […]

Read More …

Citi Bike Analytics

Tableau Story: Performing data analysis for Citi Bike data (Jersey City from 2018 to 2020) to find interesting insights

Skills: Tableau, Python, Pandas

Citi Bike is New York City’s public bicycle sharing system that was launched in May 2013. It is the largest in the nation and currently serving the New York City boroughs of the Bronx, Brooklyn, Manhattan, and Queens, as well […]

Read More ...

Travel Tips Dashboard

Travel tips dashboard that helps users to plan their next trip with suggesting flights and attractions and showing historical temperatures

Skills: JavaScript, Leaflet.js, Python, Flask, Plotly, SQLAlchemy, Mapbox Api

If you live in the Indianapolis area and you plan to travel to one of top 5 US destinations, this dashboard is for you. The dashboard will display minimum flight prices originated from Indianapolis, […]

Read More …

Visualizing Seismic Data

Visualizing all earthquakes in the past 7 days and fault lines to illustrate the relationship between tectonic plates and seismic activity

Skills: JavaScript, Leaflet.js, D3.js, HTML/CSS, GeoJSON, Mapbox API

In this project we are visualizing all earthquakes in the past 7 days based on their longitude and latitude. Data on tectonic plates, was added to the map to illustrate the relationship […]

Read More …

Wine Classification

Classifying wines by type (red, white) and by quality (low, medium, high)

Skills: machine learning, Python, Scikit-learn, Seaborn

Wine is an alcoholic beverage made from fermented grapes. It is a seemingly simple beverage that becomes more complex the more you study it. The good thing is, it does not matter how much you know, nearly everyone can appreciate wine […]

Read More …

Demographics and Health Risks

Interactive D3 visualization of U.S. demographics and health risks

Skills: JavaScript, D3.js, HTML5, CSS, Bootstrap

The purpose of this project was to compare demographic and health data by states using data from the US Census and CDC Behavioral Risk Factor. The included data set is based on 2014 ACS 1-year estimates […]

Read More …

Primary Sidebar

Search

More results...

Generic selectors
Exact matches only
Search in title
Search in content
Post Type Selectors

Follow Me

  • GitHub
  • LinkedIn

Recent Posts

  • Importance of Data Visualization
  • The Story About Confusion Matrix Visualization
  • My Data Journey

Contact me

  • Home
  • Projects Portfolio
  • Certifications
  • Blog
  • About Me
  • Contact Me

Copyright © 2020–2025 - damirzunic.com - Web Design By Damir Zunic