Jatin A. Salve
Machine Learning Engineer building visual search, personalization, and responsible AI systems.
M.S. Computer Science · University of Florida
Production ML for search, ranking, and trustworthy multimodal AI.
I’m Jatin Salve, a machine learning engineer and researcher focused on computer vision, visual retrieval, recommender systems, generative AI, and responsible AI evaluation. I like systems where model quality, latency, reliability, and product impact are measured together.
1M+ daily production ML requests
21% NDCG@10 lift in multimodal retrieval
9% CTR lift from ranking improvements
ACL 2024 publication, 2026 submission
What I Build
- Visual search & multimodal retrieval: dense embeddings, FAISS / ANN indexing, learned reranking, evaluation pipelines.
- Recommendation & personalization systems: user understanding, segmentation, sequence modeling, A/B-tested production deployment.
- Responsible generative AI: RAG, claim-level verification, faithfulness checks, safety evaluation, hallucination reduction.
- ML infrastructure: Ray Serve, FastAPI, Docker, Kubernetes, AWS ECS/S3/Lambda, GPU batching, CI/CD.
Selected Work
- Built multimodal retrieval pipelines combining visual and textual signals, improving NDCG@10 by 21% with dense transformer embeddings and reranking.
- Shipped recommendation and ranking systems at ICICI Bank serving 1M+ daily requests, delivering a 9% CTR lift and 12% relevance improvement.
- Developed responsible AI evaluation harnesses for context grounding, faithfulness, safety, and claim-level verification.
- Published multimodal clinical summarization work at ACL 2024, with structured medical QA work submitted to an ACL 2026 workshop.
Availability
Available September 21 - December 11, 2026 for full-time ML internship work in San Francisco, Palo Alto, Seattle, New York, or remote.
news
| Jan 15, 2026 | Submitted structured medical QA work to the ACL 2026 SURGeLLM workshop, focusing on RDF retrieval, claim-level verification, and faithful generative AI evaluation. |
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| Dec 01, 2025 | Started research assistant work at the University of Florida on computer vision, multimodal retrieval, responsible AI evaluation, and agentic ML systems. |
| Aug 15, 2024 | Published “From Sights to Insights: Towards Summarization of Multimodal Clinical Documents” at ACL 2024, with contributions to the vision cross-attention fusion module and grounding ablations. |