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Predictive Modeling for New York City Taxi Fare

The New York City Taxi and Limousine Commission seeks to utilize data collected from the New York City area to predict taxi fare amounts with Machine Learning. The project consists of five notebooks covering various aspects of the data analysis process.

Understanding Waze User Churn

This project aims to predict user churn in the Waze app using machine learning techniques. It comprises five notebooks, each focusing on a different aspect of the data analysis process.

TikTok Claim Classification

This project aims to utilize machine learning techniques to classify each video according to whether it presents a claim or an opinion. It comprises five notebooks, each focusing on a different aspect of the data analysis process.

FastAPI Social Media API

A FastAPI-based API for a social media platform with features like user authentication, post creation, and voting on posts. It utilizes PostgreSQL for data storage, Alembic for database migrations, and includes unit tests with pytest.

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teaching

Discrete Mathematics Tutor Permalink

Tutoring, INSTITUTO TECNOLÓGICO DE COSTA RICA, Cartago, Costa Rica, 2022

www.youtube.com/@danielatoche5274

Developed and implemented innovative strategies to captivate students’ interest in discrete mathematics, covering topics such as logic laws, conditional statements, logical operators (or), summations, graph theory, and set operations.

Teaching Assistant for the Mathematics Department

Teaching Assistant, INSTITUTO TECNOLÓGICO DE COSTA RICA, Cartago, Costa Rica, 2022

Prepared and evaluated exams and projects, offered feedback on students’ work and assignments, in collaboration with the professors of the Discrete Mathematics course.

Instructor of Python, Java and JavaScript

Instructor, ELEV8 EDUCATION, Cartago, Costa Rica, 2023

Prepared students for international certifications in Java, JavaScript, and Python through comprehensive training and tailored guidance.