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Manali Gaikwad

PROFILE

Manali Gaikwad

Worked on the oss-slu/SpeechTranscription repository, delivering seven new features over three months focused on audio transcription and playback tooling. Developed centralized error handling and a user-friendly bug reporting interface, improving reliability and support. Enhanced the transcription export process with per-line timestamps and cleaner document outputs. Built core audio playback controls with synchronized UI updates and introduced clickable timestamps for interactive transcript navigation. Refactored the GUI into modular components, streamlining maintainability and onboarding. Technologies used included Python, Bash, and CustomTkinter, with emphasis on audio processing, event handling, and build automation to support cross-platform deployment and a scalable codebase.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

13Total
Bugs
0
Commits
13
Features
7
Lines of code
3,259
Activity Months3

Your Network

15 people

Shared Repositories

15
Abhi MalladiMember
Breona SaffouriMember
Breona SaffouriMember
Daniel ShownMember
Emra MeduseljacMember
Emra MeduseljacMember
Kate HoldenerMember
Krishna PothugantiMember
Leah BMember

Work History

April 2025

5 Commits • 3 Features

Apr 1, 2025

April 2025 performance summary for oss-slu/SpeechTranscription: Delivered core audio playback controls with UI synchronization, restructured the GUI into modular components to improve maintainability, and enhanced the transcription UI with color-coded speaker labels and left-aligned labels for readability. No major bugs reported this month; focus was on feature delivery, codebase refactoring, and UI polish to accelerate future development. Business impact includes faster feature iteration, more reliable playback interactions, and a scalable, maintainable codebase that reduces onboarding time for new contributors. Technologies demonstrated: modular GUI architecture, component-based design, UI/UX improvements, and constants-driven configuration.

March 2025

4 Commits • 2 Features

Mar 1, 2025

March 2025 performance summary for oss-slu/SpeechTranscription. Focused on enhancing macOS packaging reliability and improving transcription UX, delivering a portable standalone macOS executable and a more interactive transcription interface. Business value was realized through easier deployment on macOS, broader platform parity, and smoother user interactions with transcripts; no major bugs reported this month as the team concentrated on stability and usability improvements.

February 2025

4 Commits • 2 Features

Feb 1, 2025

February 2025 highlights: Delivered centralized GUI error handling and a user-friendly bug reporting flow, and enhanced transcription timing with per-line timestamps and cleaner export outputs. These changes improve reliability, user support efficiency, and data quality across the SpeechTranscription project.

Activity

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Quality Metrics

Correctness88.4%
Maintainability87.6%
Architecture84.6%
Performance80.8%
AI Usage20.0%

Skills & Technologies

Programming Languages

BashPython

Technical Skills

Audio PlaybackAudio Playback ControlAudio ProcessingBuild AutomationCode OrganizationCode RefactoringCustomTkinterData FormattingError HandlingEvent HandlingFile ExportFrontend DevelopmentGUI DevelopmentModular DesignPython

Repositories Contributed To

1 repo

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

oss-slu/SpeechTranscription

Feb 2025 Apr 2025
3 Months active

Languages Used

PythonBash

Technical Skills

Audio ProcessingCustomTkinterData FormattingError HandlingFile ExportGUI Development