Agi Thomas
Principal Engineer at Elastic
Bengaluru, Karnataka, India
Summary
🤩
Rockstar🎓
Top SchoolAgi Thomas is a Principal Engineer based in Bengaluru with over a decade of engineering experience and four years focused on observability and cloud-native SRE roles. Currently at Elastic, she architects enterprise-grade observability and AI/ML solutions, working on Elastic Agent integrations, agentic workflows, generative AI, RAG, LLMs, and vector database applications for monitoring use cases. Her background spans SRE for large-scale Cortex Data Lake infrastructure, designing alert management and UI automation dashboards, and building anomaly-detection platforms using unsupervised ML with ELK. She combines deep hands-on systems work—from GKE and public cloud reliability to log-analysis engines—with applied data-science training (MTech in Data Science and MS in Software Systems). Colleagues rely on her to translate complex observability problems into pragmatic, production-ready architectures that reduce cloud cost and noise while surfacing meaningful signals. An under-the-radar strength: she repeatedly bridges research ideas and operational realities, shipping tooling that both empowers SRE teams and scales in enterprise environments.
4 years of coding experience
14 years of employment as a software developer
BITS Pilani, Birla Institute of Technology and ScienceBachelor of Technology - BTech, Computer Science and Engineering, Bachelor of Technology - BTech, Computer Science and Engineering at Mahatma Gandhi University
English, Malayalam, Hindi
Github Skills (20)
search-engine10
metricbeat10
heartbeat10
integrations10
filebeat10
java10
kibana10
packetbeat10
restful10
logstash10
elasticsearch10
elastic10
visualizations10
opensearch9
observability9
Programming languages (6)
Github contributions (5)
agithomas/beats
May 2022 - Dec 2024
:tropical_fish: Beats - Lightweight shippers for Elasticsearch & Logstash
Contributions:123 pushes, 13 branches in 2 years 7 months
tropicallogstashbeatsfishelasticsearch
agithomas/integrations
May 2022 - Apr 2025
Elastic Integrations
Contributions:752 pushes, 307 branches in 2 years 11 months
elasticintegrationselasticsearch
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