Name: Patients as Time-Series: High-Stakes Clinical Alerting With OpenSearch & K8s - Seema Saharan, Autodesk & Aakanksha Saharan, Independent
Start: 2026-06-19T12:40:00+0530
End: 2026-06-19T13:10:00+0530

18-19 June
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Patients as Time-Series: High-Stakes Clinical Alerting With OpenSearch & K8s - Seema Saharan, Autodesk & Aakanksha Saharan, Independent

Friday June 19, 2026 12:40pm - 1:10pm IST

Lotus 3 (Level 3)

Patients aren’t static records; they are evolving systems. Neurology makes this clear, but the technical lesson applies to any domain where "normal" changes over time. This session treats longitudinal data as time-series to reshape search, relevance, and alerting in OpenSearch.

We move beyond "snapshot" queries to focus on evidence drift and trajectories via three pillars:

Longitudinal Indexing: Strategies for time-dependent data to support trend-based retrieval.

Detecting Trajectory Drift: Using OpenSearch Anomaly Detection to identify when patterns deviate from expected ranges.

Probabilistic Alerting: Moving from hard thresholds to uncertainty-aware alerts factoring in clinical noise and data gaps.

Attendees will learn to build systems that reason over time and trends rather than isolated documents—a blueprint for healthcare, AIOps, and beyond. This session bridges OpenSearch with the CNCF ecosystem (Kubernetes/OpenTelemetry) for mission-critical workloads.

Speakers

Seema Saharan

Senior Site Reliability Engineer, Autodesk

Meet Seema, the tech whiz at Autodesk. She's not just about fixing things – she loves sharing what she knows! Whether speaking at cool events like GitLab Commit, and GitHub Universe or breaking down tech on her YouTube channel, Seema makes the complicated stuff easy and fun. Join... Read More →

Aakanksha Saharan

Student, Independent

Aakanksha is a med student with a strong interest in the intersection of tech and medicine and its potential to drive innovation in healthcare. She is a co-founder of Curaximo, where she explores tech-driven approaches to medicine. She has volunteered with multiple medical organizations... Read More →

Friday June 19, 2026 12:40pm - 1:10pm IST
Lotus 3 (Level 3)

Observability

Content Experience Level Any

KubeCon + CloudNativeCon India 2026

Seema Saharan

Aakanksha Saharan

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