.png){kind=logo}
Sai Macherla
Mid-level Full-Stack Java Developer specializing in Healthcare and Financial Services AI
Connect with Sai
Sai already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.
Recommended
Already have an account?
About
Built and shipped production LLM/RAG systems at Mayo Clinic, including a conversational AI assistant for patient pre-consultation and a clinical-trial matching tool for doctors. Implemented HIPAA-compliant de-identification and guardrails, plus real-time feedback logging and fine-tuning that improved response accuracy by 15% and reduced admin workload by 25%.
Find your next great hire
Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.
Key Strengths
- Shipped production conversational AI assistant end-to-end (MVP → launch → iteration) in healthcare setting
- Implemented RAG pipeline with Pinecone for fast/accurate clinical note retrieval
- Built real-time feedback logging and iterative fine-tuning loop; improved response accuracy by 15%
- Reduced administrative workload by 25% through automation
- Designed LLM guardrails: de-identification, HIPAA-compliant storage/processing, encryption, access controls, low-confidence flagging for review
- Ran LLM evaluation loops using real user questions; used eval results to improve retrieval logic and increase answer quality
- Built scalable data pipeline for messy data using Python + Kafka with monitoring and batch processing for cost/latency balance
Like what you see? We'll introduce you to Sai directly.
Experience
Education
Skills
Languages
Similar Candidates
Mid-level Full-Stack Developer specializing in React, Node.js, and Spring Boot
Mid-Level Full-Stack Java Developer specializing in Spring Boot and Angular/React
Mid-level Java Full-Stack Developer specializing in cloud-native microservices
Interested in Sai?
We'll personally introduce you - no strings attached.
Build your dream team with Reval
Our AI agents source, screen, and vet candidates for your open roles. Get qualified, high-intent candidates on your desk within 48 hours.
Discover more candidates like Sai
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent