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Het Trivedi

PROFILE

Het Trivedi

Over six months, contributed to basetenlabs/truss-examples and livekit/agents by building and integrating advanced audio processing features. Developed real-time Text-to-Speech and Speech-to-Text capabilities using Python, WebSockets, and YAML, enabling live audio streaming and transcription for user-facing applications. Enhanced model workflows by integrating DeepSpeed for optimized inference and upgrading ASR models for improved accuracy and broader input support. Delivered plugin-based solutions for LiveKit agents, aligning with Baseten APIs and supporting scalable deployment. Focused on production-ready deployment, configuration management, and asynchronous programming, consistently delivering new features that improved performance, reduced maintenance overhead, and enabled robust, real-time audio experiences.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

8Total
Bugs
0
Commits
8
Features
6
Lines of code
1,930
Activity Months6

Work History

February 2026

2 Commits • 1 Features

Feb 1, 2026

February 2026 monthly summary for basetenlabs/truss-examples: Delivered end-to-end audio processing integration featuring Qwen 3 ASR 1.7B and Voxtral, with example usage, deployment/configuration, websocket server setup, and audio streaming capabilities. Focused on production-ready integration to enable real-time transcription and streaming workloads. No major bugs reported this month; maintained stability during integration and validation.

July 2025

1 Commits • 1 Features

Jul 1, 2025

July 2025 monthly summary for basetenlabs/truss-examples: Delivered real-time Text-to-Speech (TTS) via WebSocket API enabling live audio generation for user-facing apps and real-time communication. Implemented Python components to manage WebSocket connections, stream audio data in real time, and process input text; updated deployment and configuration to support production rollout. This work includes integration with the Orpheus WebSocket workflow as reflected in the respective commit.

June 2025

2 Commits • 1 Features

Jun 1, 2025

June 2025 monthly summary for livekit/agents. Delivered a Baseten STT/TTS integration plugin enabling LiveKit agents to leverage Baseten AI models for audio processing. Implemented Python modules for STT and TTS, plus configuration and versioning scaffolding to support plugin deployment. Established groundwork for Whisper-based STT improvements and alignment with Baseten API, setting the stage for scalable, AI-assisted agent interactions.

May 2025

1 Commits • 1 Features

May 1, 2025

Monthly summary for May 2025 focusing on key business value and technical achievements. Delivered a major WhisperX upgrade with enhanced input handling and ASR configurations for basetenlabs/truss-examples, resulting in improved transcription accuracy, broader data ingestion capabilities, and streamlined client integration.

January 2025

1 Commits • 1 Features

Jan 1, 2025

January 2025 monthly summary: Delivered DeepSpeed-enabled XTTS streaming integration for basetenlabs/truss-examples, optimizing accelerator usage and enabling DeepSpeed during model loading to improve inference speed and robustness for audio generation. No critical bugs fixed this month; focus on performance, scalability, and business value.

November 2024

1 Commits • 1 Features

Nov 1, 2024

In 2024-11, delivered an essential update to the XTTS V2 model workflow within basetenlabs/truss-examples, streamlining TTS generation and reducing maintenance overhead. This release focused on dependency alignment, simplified generation logic, and removal of legacy checks, delivering tangible business value and improved developer productivity.

Activity

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Quality Metrics

Correctness85.0%
Maintainability83.8%
Architecture85.0%
Performance85.0%
AI Usage32.6%

Skills & Technologies

Programming Languages

PythonYAML

Technical Skills

AI DevelopmentAPI IntegrationAsynchronous ProgrammingAudio GenerationAudio ProcessingConfiguration ManagementDeepSpeedDeploymentDockerMachine LearningModel DeploymentModel OptimizationNatural Language ProcessingPlugin DevelopmentPython

Repositories Contributed To

2 repos

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

basetenlabs/truss-examples

Nov 2024 Feb 2026
5 Months active

Languages Used

PythonYAML

Technical Skills

Machine LearningNatural Language ProcessingPythonSpeech SynthesisYAMLAudio Generation

livekit/agents

Jun 2025 Jun 2025
1 Month active

Languages Used

Python

Technical Skills

API IntegrationPlugin DevelopmentPythonSpeech-to-TextText-to-SpeechWebSockets