I build AI/ML systems, agentic workflows, and applied research projects, with a focus on turning ideas into reliable, usable systems.
- mem0: PR #5415 added native
embed_batch()support for Ollama · PR #5609 added batch embedding across 5 providers - Qdrant Client: PR #1224 fixed
MatchTextcrashes on non-string payloads - LlamaIndex: PR #22169 fixed async Qdrant
shard_identifier=0handling - OpenScience: Issue #96 reported a science-search cancellation bug



