Created a reinforcement learning environment with OpenAI Gym and trained it using Stable Baselines 3. Leveraged Optuna for hyperparameter tuning to optimize agent performance.

Built a personal budgeting application using React for the front-end and Express.js for the back-end. Integrated with MongoDB for seamless data storage and empowered users to efficiently track their income and expenses.

I developed a high school check-in system using HTML, CSS, and Django - Python Framework. The system efficiently scanned barcodes using iPads and cameras, significantly reducing wait times by 50% and enhancing the student check-in experience.

I developed a captivating Pong game with escalating levels and augmented difficulty. This project demonstrates my proficiency in Python programming and knack for creating engaging interactive applications. Similar to my other developments, this game ensures an immersive experience, progressively challenging players and keeping them engaged at every level.

Crafted an engaging Discord chatbot using discord.py, a Python Framework, to elevate interaction within a vibrant online community. Integrated an array of intuitive commands such as coin flips, meme generation, jokes, and moderation tools, fostering an interactive and lively community experience.

Developed a salary prediction tool using Python's Pytorch for machine learning and Streamlit for a user-friendly interface. Leveraging Pytorch's Linear Regression, the project takes user inputed work experience uses linear regression weights to predict a annual salary.