Projects

Twitter Sentiment Analysis

Developed a sentiment analysis tool for Twitter using Python and machine learning techniques. Implemented a data pipeline, analyzed tweet sentiments, and visualized findings, delivering actionable insights on public opinion trends.

Data Science

Business Analysis for Brazil Olist

Conducted data analytics for Brazil's Olist business, creating a data pipeline and using Power BI for visualization. Provided insights and recommendations through statistical methods, influencing data-driven decision-making.

DVD Rental PostgreSQL Project

Utilized PostgreSQL for data management and SQL querying techniques to understand complex data structures. Gained practical insights into database management and version control using Git.

Credit Card Data Analysis

Explored a credit card dataset using Tableau, performing data preprocessing, exploratory analysis, statistical analysis, and creating informative visualizations to uncover valuable insights into customer behavior and financial indicators.

Cryptocurrency Web Scraper

Utilizes Python for web scraping, collecting, cleaning, and analyzing data on the top 10 cryptocurrencies from CoinMarketCap. It aims to uncover trends, patterns, and forecast future market trends in cryptocurrency performance.

Bellabeat Wellness Device Analysis

This project employs R to analyze Bellabeat wellness device data, unveiling activity trends, sleep patterns, weight distributions, and offering insights for informed health strategies.

Web Development

E-commerce Website for Brompton Bicycles

Front-end development for Brompton Bicycles' e-commerce site. Used TypeScript, React, Ant Design, and Tailwind CSS for seamless UI, state management, and responsiveness. Integrated Hero Icons to enhance aesthetics.

Little Lemon Restaurant

Front-end development of the responsive Lemon Restaurant e-commerce site using Django. Integrated online ordering and reservation systems for improved user convenience. Ensured data security with reliable backup systems.

ECGen - Cover Letter Generation Web Apps (Full-Stack)

A full-stack web application generating professional, customizable cover letters. Streamlines job applications by dynamically populating user data into templates, continuously improved through user feedback and usability testing.

Deep Q-Learning - Lunar Lander

Trained an agent to safely land a lunar lander on a landing pad using Deep Q-Learning algorithm with experience replay. Demonstrated the agent's performance and provided references for further exploration.

AI & Machine Learning

Neural Networks for Handwritten Digit Recognition

Implemented a neural network using TensorFlow and NumPy to recognize handwritten digits zero and one. Demonstrated model representation and provided exercises for implementation and understanding.

Collaborative Filtering Recommender Systems

Implemented collaborative filtering to build a movie recommender system. Utilized a movie ratings dataset and learning algorithm to provide personalized movie recommendations.

Heart Attack Analysis & Prediction

Analyzed heart health factors to predict heart attacks using data analysis and machine learning techniques. The goal is to identify risk factors and develop a predictive model for estimating heart attack likelihood, aiding in prevention and understanding of cardiovascular diseases.

Water Point-of-Sales System

Developed a portable point-of-sales web application for the seafood market, featuring electronic invoicing, robust database management, and advanced reporting. Facilitated real-time insights for data-driven decision-making and efficiency.

Software Development

Global Game Jam 2023
Team Name: Roots Battle

Participated in Global Game Jam 2023 with team Roots Battle, co-developing a game prototype in a week. Engaged in game mechanics, game design, and interactive features for an engaging player experience.

Game Development

Number Guessing Mini Game

Created an interactive guessing game where the user tries to guess a randomly generated number within a specified range. Provided feedback on each guess and celebrated when the correct number was guessed.

POS System App
for Wholesale Company

A user-friendly app designed for Seafood Wholesale to streamline ordering and inventory management processes. Aimed to reduce manual errors and enhance efficiency for busy workers and accountants.

UX / UI Design

Resposive Website Design

A user-friendly point-of-sale application for wholesale companies. Designed the website to improve navigation, streamline browsing, and enhance the contact process.

Emotional Education App for Kids

A mobile app designed to enhance emotional education for kindergarten SEN students. Focused on improving social development and emotion management through facial expression recognition and understanding.