Financial Advisor Chatbot
Chatbot using Open AI, Langchain and Chroma DB as the database
Welcome to my portfolio, a showcase of my work and skills in the field of data analysis and machine learning
Welcome to my Portfolio, here I've tried to build a comprehensive showcase of my journey in harnessing the power of Data and Machine Learning to solve complex problems, drive innovation, and make informed decisions. Within these digital pages, you will find a collection of projects that highlight my expertise in data analysis, machine learning, and AI development. Whether it's crafting predictive models to optimize business strategies, leveraging natural language processing to unlock insights from unstructured text, or engineering solutions to enhance user experiences, this portfolio encapsulates the diverse range of applications where data and AI converge to create value. Join me on this data-driven odyssey, where we explore the limitless possibilities that data and AI offer in transforming industries and shaping the future.
Sentiment Analysis
Sentiment analysis project for movie reviews with binary classification (positive/negative) and comprehensive text preprocessing.
Vehicles Classification App
Multi classification Machine Learning model that can indentify different vehicles using Tensorflow and Docker
Animals Classification App
App that can indentify animals using Machine Learning, Convolutional Neural Networks, Flask API and Docker
Home Credit Default Risk ML Model
Machine Learning model for home credit default risk with AUC-ROC as the evaluation metric.
E-COMMERCE data pipeline
Engineered an ELT data pipeline to analyze E-commerce data from multiple sources where I utilized Python, Pandas, and SQL to provide insights on revenue and delivery. Created interactive reports with Jupyter notebooks for stakeholders.
SUPERMARKET (EDA)
This is a typical introduction to every data analysis I do with Python, using libraries such as Pandas, Numpy, Matplotlib, Seaborn and Calmap
Dashboard - Virtual University
Private virtual University contacted me to make a dashboard to check on students and profesors overall performance
Lean Six Sigma - Green Belt
The project entails optimizing the manufacturing process for the slip and It was carried out within the production division of Sanitarios Roca S.A., and Ricardo Benitez Rubalcaba from Austral University provided the certification.
Dashboard - Data Survey
Visualizations for a survey that was completed by data experts from around the world for popular YouTuber AlexTheAnalyst.
Dashboard - Housing Company
Housing corporation wanted to analyze succesful deliveries across the country.
MOVIES (EDA)
This is a movie correlation project using Python, pandas, numpy, and seaborn on a Kaggle dataset. My goal was to uncover correlations between different variables.
SQL (exploration) - COVID
Dataset from the last 2 years was analyzed to find patterns using SQL.