Sushin Bandha

A hardworking student with prior work experience and extensive knowledge of core subjects. Meticulous and detail-oriented, demonstrating excellent observational, organizational, and communication skills. Results-oriented achiever consistently exceeding targets and driving success in fast-paced environments. Combining strategic thinking with hands-on experience to deliver impactful solutions and enhance organizational performance.

Wine Varietals Forecast Model Project - Fall 2024
- Collaborated with BASF to create an advanced yield prediction model utilizing LSTM-RNNs.  
- Leveraged advanced Python libraries, including TensorFlow and Keras, for deep learning model implementation.
- Applied Long Short-Term Memory (LSTM) networks and Recurrent Neural Networks (RNN) for time series forecasting and pattern recognition.
- Optimized model performance through hyperparameter tuning and extensive model retraining.
- Utilized Matplotlib and Seaborn for data visualization and insights extraction.
- Conducted comprehensive testing and validation to enhance model accuracy and reliability.
- Employed data preprocessing techniques to prepare datasets for effective training.
- Implemented automated scripts for seamless model deployment and monitoring.
- I took charge of a team that expertly debugged and enhanced legacy code, significantly boosting overall project efficiency and demonstrating strong leadership throughout the process.

Marketplace Project - Fall 2023
- Collaborated effectively with a cross-functional team of four to design and implement a robust Java application that enhances the dynamics of professional buying and selling.
- Engineered a high-performance, user-centric platform that enables seamless user account creation, transactions, and comprehensive statistical tracking.
- Utilized advanced technologies, including JDialog, networking protocols, I/O handling, and concurrency management, to optimize application performance and enhance user experience.
- Demonstrated strong object-oriented programming skills, ensuring modularity and maintainability within the codebase while adhering to industry practices.

• CPR/AED Certified, AHA - Exp. June 2025
• Data Classification and Handling Educational Resources, Purdue