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My Work

A selection of my projects

Please get in touch to discuss in detail.

OCR with pytesseract and Face Detection with cv2

Given a zipped file with Newspaper images in png format, extracting text and images, storing in a dictionary and doing a text search search, in case a word is found in the list of extracted words, return all the faces from that png image.

DL NLP gif
Code

European Hotel Review Analysis

Group Project
Using Python, PostgreSQL, AWS, PySpark, Google Colab, Tableau to First, Help Travelers Find the Best Hotel; Second, Help Hotel Owners Know How Customer Sentiments are Changing over time; and Third, Determine the ML Model that Predicts the Reviewer Sentiments the Best.

DL NLP gif
Code

Bikesharing

Using Tableau to Analyze NYC Bikesharing data and Create a Business Proposal for Bikesharing in Des Moines

Bike Sharing Proposal
Code Live Demo

Mapping Earthquakes

Using JavaScript, Mapbox API, HTML, CSS, GeoJSON to Map Earthquakes Around the World

Mapping Earthquake Project
Code Live Demo

Belly Button Biodiversity Dashboard

Using JavaScript, Plotly, D3.json() to Scrape, Analyze and Visualize Biodiversity in Belly Buttons

Belly Button Biodiversity
Code Live Demo

Neural Network Charity Analysis

Using TensorFlow, Keras, Pandas, Sklearn to Create a Binary Classifier that is Capable of Predicting Whether Applicants will be Successful if Funded by Alphabet Soup

Code

Cryptocurrencies

Using Pandas, sklearn, plotly, hvplot, PCA and Elbow-curve to Find the Most Appropriate Cluster Size For a List of Cryptocurrencies

Code

Credit Risk Analysis

Using Pandas, Numpy, Scikit-learn, Imbalanced-learn to Compare Various Supervised Machine Learning Algorithms. Logistic Regression (using 4 techniques to resolve class imbalances - RandomOverSampler, SMOTE algorithms, ClusterCentroids, SMOTEENN), BalancedRandomForestClassifier, and EasyEnsembleClassifier to Predict Credit Risk

Code

Amazon Vine Analysis

Using Jupyter Notebook, Google Colab, AWS RDS, Visual Studio Code, PgAdmin, PySpark, SQL to Analyze Amazon Vine Reviews

Code

MechaCar Statistical Analysis

Using R to Analyze Car Production Data to Help the Manufacturing Team

Code

Mission to Mars

Using Jupyter Notebook, Chromedriver, HTML, CSS, Splinter, Beautiful Soup to Automate a Web Browser and Perform Web Scraping and Store data in MongoDB and Retrieve using Flask

Code

Surfs Up

Using Jupyter Notebook, SQLLite, SQLAlchemy, Flask to Analyze Temperature and Precipitation data to open a Surf Shop in Hawaii

Code

Movies ETL

Using Jupyter Notebook, SQL, SQLAlchemy to Perform ETL on Movie Data Extracted from Wikipedia, MovieLens and Kaggle

Code

Pewlett Hackard Analysis

Using SQL to Analyze Employee Data to Prepare the Company Against 'Silver Tsunami'

Code

World Weather Analysis

Using Pandas, Citipy, Weather Map API, Gmaps API, Jupyter Notebook to Analyze World Weather and Create a Travel Itinerary

Code

PyBer Analysis

Using Pandas, Matplotlib, Jupyter Notebook to Analyze PyBer Performance

Code

School District Analysis

Using Jupyter Notebook to Analyze School District School Performance

Code

Election Analysis

Using Python to Analyze Election Results

Code

I'm available for work.

Actively contributing to new projects and seeking a full-time role in a fast-paced, agile environment. Get in touch!

Contact Me