.png){kind=logo}
SS
Siva Sai Kumar Mogalluru
Mid-level AI Engineer specializing in Generative AI, MLOps, and NLP for finance and healthcare
Remote, USAAI Engineer4 years experienceMid-LevelConsultingFinancial ServicesHealthcare
ScreenedIdentity Verified
Connect with Siva
Siva 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 deployed a secure, production LLM-based document summarization and risk-highlighting tool for financial auditors, running inside a private Azure environment to protect confidential data. Focused on reliability (hallucination mitigation via retrieval-based prompts and source citations) and validated performance through comparisons to auditor summaries plus a user pilot, cutting review time by about half.
Experience
AI EngineerEY
AI EngineerTCS
Education
University of South Floridamaster, Artificial Intelligence and Business Analytics (2025)
Anna Universitybachelor, Computer Science and Engineering (2020)
Key Strengths
- Built and deployed a production LLM document summarization tool for auditors in a secure Azure environment
- Reduced auditor document review time by ~50% while improving consistency
- Designed for confidentiality by keeping data within a private network using private Azure services
- Mitigated hallucinations using retrieval-based prompting and source references/citations
- Practical evaluation approach: benchmarked vs auditor-written summaries and ran a pilot with direct end-user feedback
- Hands-on orchestration experience with Airflow, Azure ML Pipelines, and Kubernetes Jobs for automated ETL/retraining/monitoring workflows
- Strong collaboration with non-technical stakeholders via iterative prototyping and requirements discovery
Discover more candidates like Siva
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent