.png){kind=logo}
Ritvik Nimmagadda
Junior AI/ML Software Engineer specializing in LLMs and MLOps
Connect with Ritvik
Ritvik 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 productionized an AI-native, agentic appeals decisioning system for health insurance operations, automating 500k+ scanned appeals/year. Delivered measurable impact by cutting review time from 12–15 minutes to ~3 minutes and auto-resolving ~85% of cases with strong auditability, evaluations, and human-in-the-loop guardrails, deployed as containerized microservices on Azure AKS.
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
- Owned and shipped end-to-end AI decisioning workflow (frontend, backend, data, infra) on Azure AKS
- Scaled production automation for 500k+ health insurance appeals/year
- Delivered major ops efficiency gains (review time reduced from 12–15 minutes to ~3 minutes)
- Achieved high automation rate with human-in-the-loop guardrails (~85% auto-resolved)
- Strong LLM/RAG evaluation and safety practices (regression datasets, hallucination tracking, schema validation, confidence thresholds)
- Production reliability and migration expertise (strangler pattern, contract tests, shadow traffic, canaries, rollback plans)
- Operational excellence (runbooks, on-call procedures, monitoring/tracing, replay strategy)
- Effective stakeholder partnership translating ambiguous exec goals into an iterative roadmap
Like what you see? We'll introduce you to Ritvik directly.
Experience
Education
Awards
Skills
Languages
Publications
2 publications
Browse Similar
Similar Candidates
Senior Machine Learning Engineer specializing in multimodal AI and biomedical data
Senior Machine Learning Engineer specializing in LLMs and Generative AI
Senior Software Engineer specializing in AI/ML evaluation and full-stack systems
Mid-level AI/LLM Engineer specializing in generative AI and ML systems
Mid-level AI/ML Engineer specializing in fraud detection and customer lifetime value modeling
Akhilesh Patil
Junior AI/ML Engineer specializing in FinTech and generative AI
“Built an end-to-end AI bug triage dashboard that combined React/TypeScript, FastAPI, Postgres, and classical ML to reduce manual engineering triage work by about 40%. Stands out for pragmatic, product-minded AI engineering: choosing interpretable models when they were sufficient, designing human-in-the-loop UX for trust, and separately building an agentic RAG project with vector search, Neo4j knowledge graphs, and reranking.”
Interested in Ritvik?
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 Ritvik
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent