.png){kind=logo}
Trinath Manikanta Batta
Junior AI/ML Engineer specializing in healthcare and financial risk modeling
Connect with Trinath
Trinath 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 a clinical NLP + patient risk stratification platform at Dermanture, combining Spark/PySpark pipelines with BERT/BioBERT for entity extraction and text classification and downstream risk models in TensorFlow/scikit-learn. Experienced running regulated, auditable ML workflows with Airflow and AWS SageMaker, emphasizing data validation (Great Expectations), drift monitoring, and explainability (SHAP) to drive clinician trust and adoption.
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
- Built and deployed end-to-end clinical NLP + patient risk stratification platform combining structured and unstructured data
- Strong data quality engineering (automated validation with Great Expectations; ingestion and inference gating)
- Production ML orchestration with Apache Airflow for full ML lifecycle (ingestion, feature engineering, training, validation, scheduled inference)
- Operational rigor for reliability (modular DAGs, data contracts, retries/timeouts/SLAs/alerting)
- Measurement-driven model development (defined metrics like precision/recall/F1/latency; MLflow + backtesting + A/B testing)
- Production monitoring for drift and system health (SageMaker Model Monitor, Prometheus, Grafana)
- Effective clinician/SME collaboration; improved adoption via SHAP-based explanations and actionable dashboards
Like what you see? We'll introduce you to Trinath directly.
Experience
Education
Skills
Languages
Browse Similar
Interested in Trinath?
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 Trinath
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent