- Conducted capacity planning of CPU usage and analysis of apache web access logs using python
- Prepared a logstash pipeline to parse more than 10+ million data records, performed exploratory data analysis using kibana & grafana
- Implemented time series forecasting model using prophet, defined machine learning jobs for anomaly detection in elasticsearch
- Created a standalone web application for the same using voila, jupyter notebook & ipywidgets
Tech Stack - Python · Prophet (Machine Learning) · Elastic Stack (ELK) · InfluxDB · Grafana · Voila