EXCEEDS logo
Exceeds
Mehul-Gandhi

PROFILE

Mehul-gandhi

During two months on the AFA-Tooling/GradeSync repository, Mihir Gandhi developed and maintained a robust backend system for automating grade exports from Gradescope to Google Sheets. He designed and implemented a FastAPI-based API scaffold, enabling secure, modular endpoints for grade and assignment data retrieval. Mihir integrated service account authentication for Google APIs, automated deployment with Docker and cron jobs, and improved session management and error handling. His work included code refactoring, dependency management, and enhanced logging for observability. Using Python, Docker, and Git, Mihir delivered features that improved data accuracy, operational efficiency, and maintainability, demonstrating strong backend engineering depth.

Overall Statistics

Feature vs Bugs

75%Features

Repository Contributions

49Total
Bugs
5
Commits
49
Features
15
Lines of code
2,488
Activity Months2

Work History

November 2024

33 Commits • 11 Features

Nov 1, 2024

Month: 2024-11 — Delivered security, reliability, and automation enhancements for GradeSync, focusing on secure service account authentication, streamlined deployment, and improved observability. Implemented Google authentication using a service account and updated environment/docs to guide credential handling. Automated Gradescope login, refreshed deployment workflows (Dockerfile, cron/cronjob setup, startup script) to support hourly processing with a startup run and a 5-minute timeout. Performed maintainability work: code refactor, utils extraction, main guard, and cleaned up client naming; updated dependencies (Pydantic, pandas) and removed unnecessary libraries. Improved logging and error handling across Gradescope-to-Sheets and FetchAllGrades pipelines; fixed cronjob line endings and clarified usage/docs.

October 2024

16 Commits • 4 Features

Oct 1, 2024

Concise October 2024 monthly summary for AFA-Tooling/GradeSync focused on delivering a robust API, data export automation, security enhancements, and maintenance improvements that collectively increase data accuracy, operational efficiency, and developer velocity.

Activity

Loading activity data...

Quality Metrics

Correctness89.8%
Maintainability90.0%
Architecture86.4%
Performance85.2%
AI Usage20.4%

Skills & Technologies

Programming Languages

DockerfileGitJSONMarkdownPythonShellTextYAMLgitignore

Technical Skills

API DevelopmentAPI IntegrationAutomationBackend DevelopmentBug FixingCode CleanupConcurrency ControlConfiguration ManagementContainerizationCronCron JobsData EngineeringData ProcessingDebuggingDependency Management

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

AFA-Tooling/GradeSync

Oct 2024 Nov 2024
2 Months active

Languages Used

DockerfileGitJSONPythonShellTextYAMLgitignore

Technical Skills

API DevelopmentAPI IntegrationBackend DevelopmentBug FixingCode CleanupConcurrency Control

Generated by Exceeds AIThis report is designed for sharing and indexing