.png){kind=logo}
Sathvik Vanja
Mid-level AI Engineer specializing in GenAI, LLM integration, and RAG pipelines
Connect with Sathvik
Sathvik 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 led deployment of an autonomous, self-correcting multi-agent knowledge retrieval and validation system at HCA Healthcare to reduce heavy manual research/validation in clinical/compliance documentation. Deeply focused on production reliability and cost—used LangGraph StateGraph orchestration plus ONNX/CUDA/quantization to cut GPU costs by 25%, and partnered with the Compliance VP using real-time contradiction-rate dashboards to hit a 40% automation goal without compromising compliance.
Experience
Education
Key Strengths
- Led and deployed a production autonomous knowledge retrieval/validation system in healthcare compliance
- Reduced manual research/validation workload by targeting 40% workflow automation
- Optimized multi-inference LLM system performance using ONNX/CUDA/quantization, cutting GPU costs by 25%
- Architected deterministic, self-correcting multi-agent workflows using LangGraph StateGraph
- Designed reliability evaluation with adversarial testing plus a dedicated validation/audit agent
- Built monitoring around contradiction rate and groundedness, including real-time dashboards for stakeholders
- Strong cross-functional communication with non-technical compliance leadership by translating technical risk into compliance metrics
Discover more candidates like Sathvik
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent