- Machine Learning & Data Science
- Data Engineering
- Cloud Deployment (AWS, GCP, Azure)
- Python Programming
- SQL & Database Management
- Java & Spring Boot
- Docker & Containerization
- Multithreading & Concurrent Programming
- JavaScript & Web Development
- Angular & Front-End Development
- API Integration (JSON, Postman, etc)
- Version Control (Git)
Pure Python & Statistics, Natural Language Processing, Neural Networks
- Python Nearest Neighbor Logistics Truck Planner - The Python Logistics Planner optimizes routing for a delivery service using the Nearest Neighbor Algorithm and a dynamic hash table. This solution minimizes travel distances and adapts to real-time changes, ensuring efficient and timely deliveries.
- 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.
Java, Spring Boot, Angular, Docker, MySQL Driver, Lombok, Spring Data JPA, Spring Rest Repositories
Java, Spring Boot, Spring Data JPA, MySQL, Angular, Lombok
Python, SQL, JavaScript, PHP, CSS/HTML, JSON, Linux, Apache, LLMs, AWS, GCP, Azure, Node.js, Git, Java, Springboot, Angular
(and more)