Venkat Ram Rao
ML practitioner and writer. Demonstrated practical embedding fine-tuning using Sentence Transformers for semantic search / RAG retrieval improvement.
Articles
- Fine-Tuning an Embedding Model for Semantic Search — practical guide to fine-tuning all-MiniLM-L12-v2 with MultipleNegativesRankingLoss; covers catastrophic forgetting risk and training tips