About me

Teacher and mathematician turned Data Scientist who enjoys analyzing and solving complex problems. I turn complex technical concepts and insights into impactful stories for a variety of audiences.

Tools I love using

Education

Data Science Boot Camp - Applied machine learning, data analysis and data visualization in a 500+ hours immersive full time course

Bachelor's Degree - Mathematics

Experience

Teaching Assitant - Data Analytics Boot Camp
Assist students in a 6 month data bootcamp with Trilogy's curriculum including:
Advanced Excel with VBA, Python, Pandas, Numpy, R
JSON, API, Beautiful Soup, Flask
HTML, CSS, JavaScript, D3
PostgreSQL, SQL, MongoDB
Matplotlib, Tableau, Plotly, Mapbox
Statistics, Machine Learning models, Deep Learning, Big Data, Keras, Tensorflow

PROJECTS

USING NEURAL NETWORKS FOR VOICE CLASSIFICATION

Built feed-forward dense neural networks and convolutional neural networks to predict the speaker of an audio clip from 115 different speakers with a 99.8% accuracy and also predicted his/her gender with a 95% accuracy.

Built a website to find the best movies of an actor/director

Used HTML, CSS and JavaScript to build a website that outputs resutls from a csv using user's input. Try it!

Assesing property damage for FEMA after natural disasters

Used Google Street View, Google Geolocation and Zillow APIs to develop a flask web app to help FEMA in assessing property damage after a natural disaster.

NLP with Reddit's API

Built several binary classification models using Natural Language Processing (NLP) and reddit’s API to classify over 150k posts. Used tableau to visualize best models and parameters. Best model had an accuracy of 95% on validation data.