Andrew Obando's Projects
Basics of manipulating, pre-processing, cleaning, and wrangling data in Python
Beginner Data Analysis and Power BI Dashboarding with Indian Startup Dataset (2018-2021)
encrypt and decrypt user input with a left shift of 3 on the alphabet
Fine-tuning RoBERTa sentiment analysis model on tweets about the Coachella 2015 music festival lineup
Developing a simple web app and deploying with Docker
Using prophet forecasting to predict individual household power consumption
Creating an ML model to predict the estimated time of arrival at the dropoff point for a single journey on a ride-hailing app.
Building a PDF Chatbot with Google Gemma 7B LLM using Groq API and Chainlit
Building a ML Gradio App and Deploying on Huggingface spaces
Collection of SQL Queries for an inventory database
Convolutional Neural Network that classifies satellite imagery of the Amazon Rainforest
How to do a simple end-to-end machine learning classification project using the telco churn dataset
Machine learning classification model for telco service provider that predicts if a customer will churn or not.
Simple python program that calculates monthly payments for a mortgage.
Fine Tuning text classification NLP models from huggingface with Covid-19 tweet data to build a model that classifies text based on Covid-19 sentiment
LangChain chatbot for pdf files with streamlit
Creating a predictive model that can foresee the electrical consumption needs across different countries and regions in the world
Machine Learning Regression Model to Predict Energy Efficiency of Buildings
Random Forest Classifier model for predicting likelihood of Sepsis on ICU patients. Built API using Fast API and containerized with Docker.
Stochastic Gradient Descent (SGD) Classifier ML model that classifies images with the MNIST dataset from sklearn
Creating an app for a ML regression model to allow non-technical people to interact with it.
Time series forecasting for store sales with ARIMA
Predicting the unit sales for thousands of items sold at their different stores.
Using Vanna AI to generate SQL queries from a local MySQL database