EXCEEDS logo
Exceeds
Akshita Bhagia

PROFILE

Akshita Bhagia

Worked on the allenai/OLMo and OLMo-core repositories, delivering six features and one bug fix over two months. Focused on backend development and CI/CD, the work included expanding the OLMo dataset with new data mixes to improve training diversity and updating core dependencies for better build reliability. Enhanced GitHub Actions workflows by upgrading cache and artifact actions, reducing build times and infrastructure load. Adjusted Python version policies and standardized training durations using configuration management techniques. Addressed configuration issues with frozen model parameters, improving reproducibility and maintainability. Utilized Python, YAML, and workflow management skills to support machine learning operations.

Overall Statistics

Feature vs Bugs

86%Features

Repository Contributions

10Total
Bugs
1
Commits
10
Features
6
Lines of code
1,318
Activity Months2

Work History

March 2025

7 Commits • 3 Features

Mar 1, 2025

March 2025 Monthly Summary for allenai/OLMo and allenai/OLMo-core. Focused on CI reliability, policy alignment, and training configuration to improve performance, reliability, and reproducibility. Business value realized includes faster feedback loops, reduced infrastructure load, consistent Python environments for PyTorch compatibility, and standardized training durations for planning and cost control.

February 2025

3 Commits • 3 Features

Feb 1, 2025

February 2025 monthly summary for allenai/OLMo. Delivered key data and CI enhancements, and updated core dependencies to improve training data quality, build reliability, and compatibility. No major bugs fixed this month. Focused on business value: expanding dataset diversity, stabilizing automation, and enabling faster iteration with updated tooling.

Activity

Loading activity data...

Quality Metrics

Correctness97.0%
Maintainability96.0%
Architecture97.0%
Performance93.0%
AI Usage22.0%

Skills & Technologies

Programming Languages

PythonTOMLYAML

Technical Skills

Backend DevelopmentCI/CDConfigurationConfiguration ManagementData EngineeringDeep LearningDependency ManagementDevOpsGitHub ActionsMachine LearningMachine Learning OperationsModel OptimizationModel TrainingPythonWorkflow Management

Repositories Contributed To

2 repos

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

allenai/OLMo

Feb 2025 Mar 2025
2 Months active

Languages Used

PythonTOMLYAML

Technical Skills

CI/CDData EngineeringDependency ManagementGitHub ActionsMachine Learning OperationsConfiguration

allenai/OLMo-core

Mar 2025 Mar 2025
1 Month active

Languages Used

Python

Technical Skills

Backend DevelopmentConfiguration ManagementDeep LearningMachine LearningModel OptimizationModel Training