Hi, I’m
AGNIBHA BISWAS
AI Platform Development, Reliability And Validation Engineer
Bengaluru
Summary
ML- and AIOps-oriented Automation, DevOps, and Reliability Engineer with 5+ years of experience designing intelligent automation, observability-driven monitoring, and self-healing systems for cloud-native applications. Strong background in Python and Java development, CI/CD engineering, performance and reliability testing, and cloud operations . Hands-on experience with metrics, logs, anomaly detection, and system health analysis using Prometheus and Grafana . Proven ability to reduce downtime, improve MTTR, and automate failure detection and remediation—well aligned with Oracle OCI, AIOps, SRE, and ML-driven operations roles .
Overview
5
years of professional experience
2
Certificates
Work History
Oracle
AIDP DevOps / Senior Member of Technical Staff
01.2026 - Current
Job overview
- Contributing to OCI-aligned reliability and automation initiatives , supporting cloud-scale services and operational excellence.
- Developing Python-based automation for service health validation, deployment verification, and post-release checks.
- Working with observability data (metrics and logs) to analyze system behavior and identify early failure signals.
- Supporting CI/CD and release validation pipelines , ensuring stability across environments.
- Collaborating with platform, infrastructure, and service teams on reliability improvements and incident readiness.
- Applying AIOps-oriented automation concepts to streamline detection, diagnosis, and remediation workflows.
- Assisting in the standardization and automation of operational runbooks, improving consistency in incident response and service recovery.
- Supporting initiatives to correlate metrics and logs for improved anomaly detection and operational insights.
Cognizant Technology Solutions
Senior Test Analyst / DevOps Engineer
08.2020 - 12.2025
Job overview
- Designed and developed Java- and Spring Boot–based microservices supporting backend business workflows and service integrations.
- Built and validated event-driven message streams using Apache Kafka , enabling asynchronous communication between distributed services.
- Developed Python- and Java-based automation services integrated into CI/CD pipelines for validating microservice behavior, performance, and reliability.
- Collaborated with backend, platform, and operations teams on microservice deployment, configuration validation, and environment readiness .
- Implemented API-level and contract testing for microservices to ensure backward compatibility and system stability.
- Executed production-scale load and stress testing using JMeter and Locust, identifying scalability bottlenecks and improving response times by 25% .
- Built observability-driven dashboards using Prometheus and Grafana to analyze service latency, throughput, and failure patterns.
- Performed metrics and log analysis to identify anomalies, contributing to faster RCA and a 15% reduction in downtime .
- Designed and implemented self-healing automation mechanisms capable of detecting service failures and triggering automated recovery actions.
- Supported CI/CD-driven release engineering , automating smoke, regression, and post-deployment validation checks.
- Participated in incident triage and root cause analysis for distributed systems, reducing repeat failures by 30% .
- Produced reliability, performance, and automation insights for engineering and leadership stakeholders.
Education
SRM Institute of Science & TechnologyChennai
Bachelor of Technology (B. Tech) from Electronics And Communications Engineering
01.2020
Skills
Programming & Development: Python (automation, performance, metrics/log analysis), Java (automation frameworks, backend validation), REST APIs, SQL, Bash/Shell scripting
Cloud, DevOps & Platform Engineering: Oracle Cloud Infrastructure (OCI), AWS, Azure CI/CD (Jenkins, GitLab CI) Docker Deployment & release validation Infrastructure-aware testing
AIOps, Observability & Reliability: Prometheus, Grafana Metrics & log analysis Anomaly detection Incident triage & RCA MTTR reduction Self-healing & auto-remediation Reliability & resilience engineering
Performance & Systems Engineering: Load, stress & scalability testing (JMeter, Locust) Capacity planning Distributed systems validation Production-scale traffic simulation
Security, Quality & Resilience: OWASP ZAP, Burp Suite API reliability & fault tolerance Functional, integration, regression & system testing Shift-left & risk-based testing
Data, ML & AIOps Foundations: Data-driven failure analysis Trend & pattern detection AIOps fundamentals Predictive-monitoring-aligned automation
Engineering Practices: Agile / DevOps (Scrum) Jira, Azure Boards Cross-functional collaboration (Dev, SRE, Platform, Infra) Technical documentation & reporting
Certification
- AWS Certified Solutions Architect, Cloud Practitioner (Udemy, 2024)
Timeline
AIDP DevOps / Senior Member of Technical Staff
Oracle
01.2026 - Current
Senior Test Analyst / DevOps Engineer
Cognizant Technology Solutions
08.2020 - 12.2025
SRM Institute of Science & Technology
Bachelor of Technology (B. Tech) from Electronics And Communications Engineering