Christopher Aqui Email & Phone Number

Austin, Tx, Us

Seattle, Wa, Us

Tuscaloosa, Alabama, United States

> Federated Learning Research in Energy Theft -Conducted research on energy theft detection using Federated Learning, focusing on privacy-preserving methods. Implemented a defense system using cosine simlarity against 10% and 40% posoining attacks, which improved detection accuracy, ensuring secure and reliable smart grid operations. Successfully demonstrated significant enhancements in model performance and privacy through extensive testing and validation.> Cryptocurrency… Show more > Federated Learning Research in Energy Theft -Conducted research on energy theft detection using Federated Learning, focusing on privacy-preserving methods. Implemented a defense system using cosine simlarity against 10% and 40% posoining attacks, which improved detection accuracy, ensuring secure and reliable smart grid operations. Successfully demonstrated significant enhancements in model performance and privacy through extensive testing and validation.> Cryptocurrency Scraping and Prediction (BTC, ETH, SOL) -Developed a Python-based web scraping tool using BeautifulSoup and Requests libraries to collect real-time cryptocurrency data (BTC, ETH, SOL) from public APIs. Implemented machine learning algorithms, including Linear Regression and LSTM (Long Short-Term Memory), to predict future cryptocurrency price movements using Scikit-learn and TensorFlow.Achieved 90% accuracy in price predictions after model optimization and evaluation using cross-validation and other statistical methods. Show less

Seattle, Washington, United States

- Managed a $1,000 budget, ensuring financial transparency and resource optimization, while leading fundraising efforts that increased club funds by 56%- Partnered with leadership to strategically plan and execute engaging events and workshops, fostering collaboration.

United States

- Maintain punctuality and reliability during scheduled work hours.- Provide courteous and professional assistance to students, staff, and visitors.- Ensure operational efficiency by managing office supplies and equipment.- Handle mail distribution and assist with administrative tasks as needed.

United States

- Provide excellent customer service by greeting and assisting guests.- Prepare and serve bagels, sandwiches, and beverages according to company standards.- Maintain cleanliness and organization of the store, including dining area and kitchen.- Follow food safety and sanitation procedures at all times.

Honolulu, Hawaii, United States

- Streamlined system deployment for 15+ new desktops, enhancing operational efficiency by reducing setup time by 75% through automation and optimization techniques.- Provide technical support and troubleshooting for computer systems and software.- Assist in network administration tasks, including server maintenance and monitoring.- Help with software installation, upgrades, and patches.- Collaborate with IT team members on various projects and initiatives.

Honolulu, Hawaii, United States

- Resolved over 50 technical issues, improving customer satisfaction by optimizing hardware-software interactions and reducing troubleshooting time by 76%- Evaluated and enhanced interfaces between hardware and software systems to optimize performance.- Collaborated within a dynamic team to troubleshoot and resolve computer hardware issues

- Prepare sandwiches and salads according to Subway's recipes.- Provide excellent customer service by taking orders and processing payments.- Keep the restaurant clean and organized.- Follow food safety and hygiene standards at all times.

Honolulu, Hawaii, United States

- Serve as a food runner by delivering orders from the kitchen to tables promptly.- Clear and reset tables efficiently as a busser to maintain a clean dining area.- Greet and seat guests courteously as a host, managing reservations and waitlists.- Assist servers and kitchen staff as needed to ensure smooth operations.