Pure Python & Statistics, Natural Language Processing, Neural Networks

• Product Price Prediction - Machine learning model to predict used car prices utilizing Random Forest, Linear Regression and Neural Networks.
• Solar Inverters Energy Capacity Prediction - AI for optimizing solar power generation by predicting weather conditions and inverter failures with Python.
• Facial Recognition App - Application using OpenCV for facial recognition, using Python, OpenCV for image processing, and SVMs for classification, all integrated into a Flask web framework and deployed on Heroku.
• Decision Trees & Random Forests - Implementing Decision Trees and Random Forests in Python, utilizing supervised machine learning algorithms for complex classification and regression tasks, with a focus on improving algorithmic performance and accuracy.
• Data Cleaning, Alignment, and Feature Engineering - Preprocessing pipeline project that employs Python to perform critical tasks like data cleaning, alignment, and advanced feature engineering.
• Implementing Decision Trees - Python-based decision tree implementation, encompassing data preparation, model training, evaluation, and visualization for classification and regression tasks in supervised learning.
• Gradient Descent for LSR - Focuses on coding the gradient descent optimization algorithm in Python to minimize the mean squared error cost function in linear regression models.

SQL, Python, Javascript, Ajax, JQuery, PHP, Apache & AWS

• Groovify Music App - A comprehensive music playing application built from scratch using JavaScript, Python, MySQL, PHP, JQuery, Ajax, and Apache, featuring user interaction capabilities like uploading and playing songs.
• E-Commerce PostgreSQL Project - Focuses on designing, implementing, and maintaining a PostgreSQL database for e-commerce data, including advanced querying, data partitioning, and error handling strategies.
• Walmart Commerce DB on AWS and Snowflake - Involves creating a Walmart Commerce database using AWS, Snowflake, and SnowSQL CLI, with features like Materialized Views, Search Optimization, and Clustering for enhanced data management.
• Car Dealership SQL Project - A SQL-based project for managing car dealership sales data, offering robust solutions for recording, managing, and analyzing sales information efficiently.
• PySpark SQL Stock Analysis - Conducts statistical analysis on stock data using PySpark and SQL within Jupyter Notebook and Colab environment, enabling efficient data processing and insightful exploration.
• Contacts Manager SQLite App - A Pythonic contact management system using SQLite and API integration, featuring a GUI for managing contacts and read-write functionalities for database interaction.
• AI Chatbot - Builds a personal AI chatbot with dynamic labels and speech functionalities using ChatGPT APIs, developed with JavaScript, NodeJS, and NPM Packages, and includes comprehensive error handling.

Python, SQL, JavaScript, PHP, CSS/HTML, JSON, Linux, Apache, LLMs, AWS, GCP, Azure, Node.js, Git

(and more)