AI & Automation Engineer | Building practical systems with LLMs, agents, and modern infrastructure.
- 🛠️ Focus: Autonomous developer tooling, self-hosted AI architecture, and high-efficiency agents.
- ⚡ Open Source: Active contributor to core AI and developer ecosystem libraries.
| Project | Description | PR |
|---|---|---|
huggingface/transformers |
Fix audio token count calculation using ceiling division | #48864 |
maximhq/bifrost |
Preserve sampling parameters on raw datasheet definitions | #8782 |
deepset-ai/haystack |
Safe fallback for unranked documents on null search query | #12799 |
unclecode/crawl4ai |
Clarify CLI extraction strategy requirement for JSON output | #2335 |
debpalash/VoiceStudio |
Validate HTTP 206 and Content-Range in segmented streams | #2463 |



