Bivan Shrestha Email & Phone Number

• Developing a centralized data marketplace using React, integrating a chatbot for enhanced search capabilities across APIs, documentation, and data resources, improving accessibility and self-service for users
• Integrating third-party microapps and Microsoft Fabric to streamline data management and enhance user experience

• Identified over 10,000 account anomalies using an ensemble of One-Class Classification models (One-Class SVM, Isolation Forest)
• Classified thousands of accounts into specific company programs by implementing multiclass XGBoost, potentially resulting in an estimated $1.6 million annual revenue increase
• Managed and transformed over 150,000 database entries with SQL functions and stored procedures

Houston County, Texas, United States

• Led a data science team providing analysis and statistical modeling for nonprofits
• Analyzed, preprocessed, and cleaned dataset of consisting of over 2000 clients using pandas
• Produced over 15 high-quality visuals using Plotly and presented findings, providing actionable insights on client demographics and outreach strategies

Houston, Texas, United States

• Developed binary classification Model with Vision Transformers achieving.98 f1 score in detecting malignant skin lesions
• Demonstrated that obstructions on skin lesions reduce model F1 score by 45%, highlighting the need for obstruction-removal techniques
• Fine-tuned VGG16, ResNet50, and MobileNetV2, experimenting with various models to optimize performance for skin lesion classification

Coralville, Iowa, United States

• Collaborated with a team of interns to develop a robot car capable of simulating real-life traffic scenarios that passed 85% of driving conditions
• Utilized Unreal Engine 4 to create realistic simulations of traffic conditions
• Shadowed experienced mentors, gaining valuable insights into industry standards and best practices in software engineering

Bachelor'S Degree, Computer Science

High School Diploma, 9-12

Activities and Societies: Band, Cadenza Club President, UNICEF President, Speech and Debate, TSA, JETS