Ayushman Gupta

Designed and built a reusable validation framework in R that decouples benchmarking workflows from rigid database schemas via data abstraction layers and modular pipeline design, extending its use across multiple ecosystem models. Built configurable CSV/NetCDF data ingestion pipelines with YAML-driven schema mapping, automated variable alignment, and spatial-temporal normalization, cutting the manual setup effort needed to onboard heterogeneous ecosystem datasets. Shipped an automated benchmarking pipeline computing RMSE, Bias, R2, and Pearson Correlation, and generating reproducible Quarto reports with integrated analytical visualizations for faster model evaluation.

Google Summer of Code at PEcAn (2026-05 – 2026-08)

• Designed and built a reusable validation framework in R that decouples benchmarking workflows from rigid database schemas via data abstraction layers and modular pipeline design, extending its use across multiple ecosystem models.
• Built configurable CSV/NetCDF data ingestion pipelines with YAML-driven schema mapping, automated variable alignment, and spatial-temporal normalization, cutting the manual setup effort needed to onboard heterogeneous ecosystem datasets.
• Shipped an automated benchmarking pipeline computing RMSE, Bias, R2, and Pearson Correlation, and generating reproducible Quarto reports with integrated analytical visualizations for faster model evaluation.

Full Stack Intern at FriskyTrails (2025-11 – 2026-02)

• Built a responsive travel booking platform in React, structuring a reusable component-based architecture that ensured consistent performance across desktop and mobile devices.
• Crafted intuitive user interfaces backed by efficient client-side state management, raising usability and supporting the app's scalability as new features shipped.
• Delivered end-to-end destination discovery, package exploration, and booking flows through seamless RESTful API integration.

Full Stack Intern at IAmMaturity (2025-09 – 2025-11)

• Built a scalable social feed in React.js with reusable components and infinite scrolling, enabling smooth, efficient paginated content rendering at scale.
• Integrated RESTful APIs and WebSocket-based real-time communication to keep the live feed synchronized with low-latency user interactions.
• Streamlined client-side caching, asynchronous data fetching, and request lifecycle management, cutting redundant API calls and boosting rendering throughput.

Bachelor's in Information Technology in Information Technology – Ajay Kumar Garg Engineering college (2023-09 – 2027)