fiddler-labs/fiddler-examples
Apr 2025 – Apr 2025
1 Month active
Languages Used
Python
Technical Skills
Data AnalysisData Schema ManagementMachine Learning EngineeringMachine Learning Operations
Nikhil Singh
PROFILE
Nikhil Singh
Worked on the fiddler-examples repository to address a data integrity issue in the Fiddler Quickstart notebooks, focusing on maintaining accurate binning logic as data schemas evolve. Implemented a targeted bug fix in Python to ensure that when minimum or maximum values of numerical fields change, the associated bins are reset and recalculated, allowing visualizations and analytics to reflect updated data ranges. This approach improved the reliability of dashboards and prevented stale analyses. Leveraged skills in data analysis, data schema management, and machine learning operations to validate and commit the changes, supporting reproducibility and accuracy in evolving analytical workflows.
Overall Statistics
Feature vs Bugs
0%Features
Repository Contributions
2Total
Bugs
1
Commits
2
Features
0
Lines of code
16
Activity Months1
Your Network
32 peopleShared Repositories
16
Work History
April 2025
2 Commits
Apr 1, 2025April 2025: Delivered a targeted bug fix to keep binning logic in sync with dynamic min/max changes in the Fiddler Quickstart notebooks, ensuring accurate data ranges and reliable visualizations in the fiddler-examples repository. This work reinforces data integrity for analytics and dashboards as schemas evolve.
2 Commits
Apr 1, 2025April 2025: Delivered a targeted bug fix to keep binning logic in sync with dynamic min/max changes in the Fiddler Quickstart notebooks, ensuring accurate data ranges and reliable visualizations in the fiddler-examples repository. This work reinforces data integrity for analytics and dashboards as schemas evolve.
April 2025
Activity
Loading activity data...
Quality Metrics
Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
Data AnalysisData Schema ManagementMachine Learning EngineeringMachine Learning Operations
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline