Collaborated with Dr. Nicholas Poggioli on cleaning and restructuring unformatted .csv files with multiple inconsistencies, using RStudio to resolve data quality issues and improve dataset integrity for academic research.Analyzed and interpreted cleaned datasets to generate actionable insights, contributing to research outcomes and publications.Integrated diverse datasets from Trase, consolidating over 9 million global trade observations into a unified dataset focused on sustainability and environmental analysis.Utilized RStudio for Extract, Transform, and Load (ETL) processes, applying advanced data manipulation techniques to streamline data pipelines, and ensuring consistent documentation and progress tracking.Developed interactive visualizations to communicate key findings, employing tools such as Google Drive and GitHub to promote transparency, community engagement.Conducted exploratory data analysis (EDA) to identify trends, patterns, and anomalies in global trade and environmental data, providing foundational insights for further research and model development.Assisted Prof. Bond Jones in ensuring the reliability and accuracy of internship form data, conducting data validation and analysis through Excel to support decision-making and reporting.Contributed to the development and enhancement of the Management Internships section on Appalachian State University's website, improving student resources by streamlining information access and updating internship opportunities.Set up automatic email notifications using Form Mule to inform the professor of new form submissions requiring assistance, integrating it with the Excel document for efficient monitoring and response.Maintained an automatically updated dashboard displaying key statistics based on form submissions, while ensuring the Google Form and its data were seamlessly integrated and automatically updated into Excel for real-time tracking and analysis.

Led bi-weekly group and individual lessons: Conducted tennis lessons twice a week for two distinct groups—young children and a group of young mothers. Adjusted the pace and focus of each session to cater to the unique needs of each group, fostering both enjoyment and skill development.Offered personalized instruction: Provided one-on-one lessons for students who sought extra guidance. Customized these individual sessions to focus on specific areas of improvement, helping players rapidly advance their skills.Developed age-appropriate lesson plans: Created comprehensive and engaging lesson plans tailored to each group's abilities and goals. For the younger children, emphasized fun, basic skills, and coordination, while focusing on technique refinement and fitness for the older women.Created a safe and inclusive environment: Ensured the safety of all participants by maintaining a clean and secure playing area. Fostered a welcoming atmosphere that encouraged students of all ages and skill levels to participate and feel comfortable on the court.Monitored progress and provided feedback: Assessed each student's improvement, offering tailored feedback to help them achieve their personal goals. Encouraged players to build confidence and enjoy the game while improving their skills.Maintained court conditions and equipment: Regularly inspected court surfaces, equipment, and supplies, ensuring all were in proper condition for safe use during lessons.

Enforced strict safety standards: Prioritized the safety of guests by adhering to established safety protocols, ensuring the proper use of life jackets, helmets, and other safety equipment. Delivered thorough pre-trip safety briefings to prepare groups for the challenges of whitewater rafting.Conducted rescue operations: Trained in emergency rescue procedures, executed swift and effective rescue operations when necessary, assisting rafters in distress and managing emergency situations on the river. Maintained a calm and decisive approach in high-stress environments.Guided groups through challenging river environments: Safely led groups of up to 7 people through Class II-IV rapids, providing clear instruction on paddling techniques, teamwork, and responding to various river conditions. Ensured a thrilling yet secure experience for rafters of all skill levels.Offered personalized guidance and instruction: Adapted guiding style to match the experience levels and comfort of each group, delivering coaching on paddling techniques, safety procedures, and river navigation. Fostered a fun and engaging atmosphere while maintaining control of the raft.Maintained punctuality during long shifts: Adhered to a demanding schedule, often starting shifts as early as 5:30 a.m. and finishing by 5 p.m. Ensured timeliness and readiness for each trip, including equipment preparation and post-trip cleanup.Maintained equipment and river conditions: Regularly inspected and maintained rafts, paddles, and safety gear to ensure optimal performance. Assessed river conditions and adjusted routes or strategies based on water levels, weather, and hazards.

Supervised dock operations: Managed daily dock activities, including selling fuel to boaters and coordinating the rental of fishing boats. Ensured smooth and efficient operations, while maintaining safety protocols for both staff and guests.Oversee grounds maintenance and facility upkeep: Directed maintenance tasks such as repainting cabins, landscaping, and routine dock inspections to ensure the resort's facilities remained in excellent condition. Proactively addressed issues to uphold the resort’s standards.Led customer service initiatives: Provided exceptional customer service by assisting guests with boat rentals, answering questions about resort amenities, and addressing any concerns. Worked to create a welcoming and enjoyable environment for all visitors.Collaborated on construction and repair projects: Worked alongside coworkers to build a deck extension, perform roof repairs, and undertake other property improvements. Contributed hands-on labor, ensuring projects were completed efficiently and to a high standard.Maintained operational equipment: Oversaw the maintenance and proper functioning of boats, fuel pumps, and dock equipment, ensuring that all equipment was safe, clean, and operational for guests.

Led tennis lessons and supervised campers: Worked five days a week, providing tennis instruction for an average of six hours daily. Taught fundamental tennis skills to children of various ages and skill levels, focusing on technique, coordination, and game strategies.Collaborated with camp counselors and staff: Coordinated with fellow counselors to ensure smooth daily operations, organizing group activities and maintaining a fun, safe, and structured environment for campers both on and off the court.Created engaging lesson plans: Designed and implemented tennis drills and games that kept children motivated and engaged while promoting skill development and teamwork. Adapted lessons to cater to the diverse needs of individual campers.Maintained a safe and supportive environment: Prioritized the well-being of all participants by ensuring proper use of equipment and adherence to safety guidelines. Fostered a positive, inclusive atmosphere that encouraged campers to build confidence and enjoy the sport.

Processed customer transactions: Efficiently checked out customers, handled payments, and ensured a smooth checkout experience.Bagged groceries with care: Packed items securely to prevent damage and organized them for easy transport.Provided customer assistance: Addressed customer inquiries and offered help with locating items in the store, ensuring a positive shopping experience.Retrieved shopping carts: Regularly collected carts from the parking lot, maintaining a clean and organized store environment.

Prepared and served beverages: Crafted a variety of coffee and espresso drinks, ensuring high-quality standards while providing excellent customer service.Assisted in meal preparation and baking: Helped prepare food items and baked goods, contributing to a diverse menu and maintaining freshness in offerings.Maintained cleanliness: Cleaned dishes, equipment, and work areas to uphold hygiene standards, ensuring a clean and welcoming environment for customers.