RISHABH KUMAR
Ex- Intern @ ICICI Bank
India
Ranchi
Higher Education
Docker Products, Deep Learning, Data Science, Machine Learning, MLOps, Python (Programming Language), DevOps
Experience
Ex- Intern
ICICI Bank
Navi Mumbai, Maharashtra, India
Technology Intern – Monitoring and Observability Team | ICICI Bank Led development of a full-stack open-source observability platform for 37+ microservices in a Docker–Kubernetes environment. Built an ML-powered DDoS detection and auto-baselining system using Isolation Forest, LSTM, and One-Class SVM, achieving >95% accuracy with <2% false positives and real-time detection within 30 seconds. Designed 14+ Grafana dashboards for databases, queues, cache, and distributed tracing, improving system visibility and driving a 96% cache hit ratio and 88% efficiency score. Implemented automated anomaly detection, zero-downtime deployments, and a 3-minute recovery system for high availability. Integrated observability and tracing support for Windows IIS-based services, expanding monitoring coverage across hybrid infrastructure.
Education
Indian Institute Of Information Technology Allahabad
Information Technology
Just a simple guy trying to understand,analyze and solve the problems of daily life.
RISHABH KUMAR's Contact Information
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