.png){kind=logo}
Sharanya Rao
Mid-level Backend & Blockchain Engineer specializing in Cosmos SDK and EVM
Connect with Sharanya
Sharanya 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 LLM+RAG lending assistant on AWS to help loan officers quickly answer questions from credit policies and prior decisions, tackling hallucinations with retrieval-only responses and a no-context fallback. Also automated end-to-end ETL and model retraining/deployment using Apache Airflow, and has experience translating clinical stakeholder needs (doctors/care managers) into ML features, metrics, and dashboards.
Experience
Education
Key Strengths
- Built and deployed an LLM+RAG lending assistant for loan officers using credit policies and past decisions
- Strong focus on reliability: hallucination controls via retrieval-only answering and 'no answer available' fallback
- Production-minded optimization: addressed data quality and latency with validation, caching, and monitoring on AWS
- Hands-on Airflow orchestration to automate ETL, retraining, validation, deployment with retries/alerts/dependencies
- Metric-driven iteration: improved response accuracy via chunking, retrieval threshold tuning, and embedding updates
- Effective collaboration with non-technical stakeholders (doctors/care managers) using dashboards and clear explanations
Discover more candidates like Sharanya
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent