.png){kind=logo}
PremKumar Gandla
Mid-level AI/ML Engineer specializing in MLOps, NLP, and scalable model deployment
Connect with PremKumar
PremKumar 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 production autonomous AI data analyst agent (LangChain + GPT + Streamlit on AWS) that turns natural-language questions into validated SQL, visualizations, and insights, cutting manual analysis time by ~50%. Emphasizes reliability and MLOps: schema-aware validation/guardrails to prevent hallucinations, scalable large-data processing, and Azure DevOps CI/CD + MLflow for automated deployment and experiment tracking.
Experience
Education
Key Strengths
- Built and deployed an autonomous AI data analyst agent to production
- Automated data analysis via natural-language queries to SQL + visualizations
- Reduced manual analysis time by ~50%
- Strong reliability approach: schema-aware validation, guardrails, and automated testing to reduce hallucinations
- Scalable large-dataset handling via optimized pipelines (chunking, vectorization) and cloud compute/storage
- MLOps orchestration with Azure DevOps CI/CD and MLflow for automated testing, deployment, and experiment tracking
- Improved robustness with data cleansing workflows (imputation and outlier handling)
Discover more candidates like PremKumar
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent