Shell scripts to monitor production server logs and store the result in a file.

AI-powered incident triage system — reads error logs, uses Claude LLM to diagnose issues, and triggers automated remediation. Built for Payments & Finance platforms.

🛡️ PeopleSoft production support automation using a local LLM (llama3.3/deepseek-r1). Combines Model Context Protocol (MCP) for live DB inspection and Cache-Augmented Generation (CAG) for SOP matching. FastAPI + Streamlit + Ollama.

React starter

SQL-based simulated trade reconciliation workflow for detecting broker, booking, allocation, and settlement breaks.

Backend engineering case studies from healthcare and production support work

Containerized bug tracking application deployed on Red Hat OpenShift sandbox using BuildConfig, ImageStreams, Deployments, Services, and Routes.

Simulated FIX execution report parser and trade support reconciliation engine using Python, SQL, SQLite, pandas, and CSV exception reports.

AI-powered log analysis & incident triage tool for Application / Production Support. Paste logs or upload files → get severity, root cause, next steps, grep queries & ticket summary.

Metadata-driven AI Production Support Agent using n8n, Google Gemini, and MySQL for intelligent production issue investigation.

Production Support Engineer with 4+ years of experience | Java Application Support | RHEL Linux | Kubernetes | Learning DevOps, Cloud & AI Engineering

Bash script to monitor Linux server health (Disk/Memory/CPU/Services) with email alerts

Practical incident response + RCA templates and runbooks for backend APIs (payments/integrations).

Dependency-free Python CLI for checking incident handoff readiness before on-call ownership transfers.

Production support simulation for card-risk platforms — monitoring scripts, runbooks, DR plans, CI/CD & incident dashboards | Shell, React

Powershell for production support teams

Production-grade response time monitoring solution using New Relic, AWS Lambda, API Gateway, and Slack notifications.