I'm building Arcana at Hughes Network Systems, a RAG system for managed telecom providers that supports automated root cause analysis. I deployed a GKE-based NOC data collection pipeline integrating FortiGate REST APIs and SNMP, with data stored in GCS and BigQuery for trend analysis and troubleshooting.
Previously at Eitacies, I built scalable Python and Apache Spark pipelines for cyber threat detection and used Azure and Google Vertex AI/ML services to strengthen automated remediation. I also developed Docker-based CI/CD workflows and improved Salesforce data extraction for faster, more accurate reporting.
At Talentica Software and NINELEAPS Technology, I delivered PySpark ETL, recommender systems, real-time inventory forecasting, AWS deployments, SQL analysis, and Power BI/Tableau reporting. My work reduced data processing time by 30%, increased forecasting accuracy by 12%, and reduced query runtime by 40%.
