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Geoffray Viossat

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Geoffray Viossat

During March 2026, Gvioss focused on backend development for the BerriAI/litellm repository, addressing a critical issue in Whisper model pricing and cost calculation. They corrected the billing logic so that transcription is now accurately charged based on input duration, updating the cost_per_second function to independently evaluate input and output costs. Using Python, Gvioss implemented comprehensive unit tests to validate the new arithmetic and prevent future regressions. Although no new features were released, this work improved cost transparency and revenue protection for Whisper models, demonstrating careful attention to detail in cost calculation and robust testing practices within the codebase.

Overall Statistics

Feature vs Bugs

0%Features

Repository Contributions

2Total
Bugs
1
Commits
2
Features
0
Lines of code
126
Activity Months1

Work History

March 2026

2 Commits

Mar 1, 2026

Concise monthly summary for 2026-03 focusing on business value and technical achievements for BerriAI/litellm. The main deliverable this month was a critical fix to Whisper pricing and cost calculation that ensures transcription is billed based on input duration. Updated the pricing logic so cost_per_second evaluates input and output costs independently and added unit tests to validate arithmetic. No new customer-facing features shipped this month; however, the corrected pricing model improves billing accuracy, cost transparency, and revenue protection for Whisper models (whisper-1 and azure/whisper-1). This work lays groundwork for more accurate cost tracking and reduces the risk of revenue leakage in future pricing scenarios.

Activity

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Quality Metrics

Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage60.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

Backend DevelopmentCost CalculationTesting

Repositories Contributed To

1 repo

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

BerriAI/litellm

Mar 2026 Mar 2026
1 Month active

Languages Used

Python

Technical Skills

Backend DevelopmentCost CalculationTesting