Data Scientist, Machine Learning Engineer
Projects
Crypto App
Consume and cache live data from the Coingecko API, frontend web application to show historical price movement, technical indicators, statistical and machine learning forecasts.
Python
Streamlit
Prophet
Coingecko API
M5 Competition
Time-Series, ML experiments on the M5 Comptetion Data.
Jupyter
LightGbm
Linear Regression
Exponential Smoothing
Book Recommender
recommendation engine based of goodreads ucsd dataset.
Python
Recommendation System
Data Analysis
Porto Seguro Safe Driver Prediction
Predict probability that a driver will initiate an auto insurance claim in the next year. Kaggle competion, re-purposed.
Classification
Machine Learning
Prediction
Personal Website
Oh wait you're looking at it right now. Flask application deployed on AWS EC2.
Python
Flask
AWS
Dengue Fever
Forecasting excersise to predict the occurence of dengue fever in San Juan, Puerto Rico and Iquitos, Peru.
Statsmodels
Prophet
EDA
pandas-profiling