🚀 AIOps Engineer | Platform & Reliability Engineering | Agentic AI for Operations
I build intelligent operational systems at the intersection of:
- ⚙️ Platform Engineering & Distributed Systems
- 🌐 Infrastructure, Networking & Reliability
- 📊 Observability (Logs, Metrics & Traces)
- 🤖 Agentic AI, AIOps & Operational Intelligence
I am focused on building production-style AIOps and Agentic Operations platforms that transform operational telemetry into actionable intelligence.
Current areas of focus:
- Statistical Noise Reduction
- Signal Correlation & Incident Detection
- Evidence-Based Root Cause Analysis (RCA)
- Splunk MCP Investigation Workflows
- Human-in-the-Loop Remediation
- AI-Assisted Operational Intelligence
- Reliability Engineering & Platform Operations
- Linux
- Networking & Communication Systems
- Docker
- Kubernetes (Learning Path)
- Platform Engineering Concepts
- Site Reliability Engineering (SRE)
- Python
- FastAPI
- REST APIs
- PostgreSQL
- JSON Event Pipelines
- Splunk Enterprise
- Splunk MCP Server
- Logs, Metrics & Traces
- Incident Correlation
- Root Cause Analysis
- Operational Intelligence
- Anomaly Detection
- Forecasting & Predictive Analytics
- NumPy
- Pandas
- Scikit-Learn
- Ollama
- LLM Workflows
- Agentic AI Systems
- Git
- GitHub
- VS Code
- Jupyter Lab
- WSL Linux
An AgenticOps platform that reduces operational noise, correlates signals into incidents, performs MCP-driven investigations, generates evidence-based RCA, and enables human-governed remediation through Splunk operational intelligence.
Key Features:
- Statistical Noise Reduction
- Signal Correlation
- MCP-Powered Investigation
- Evidence-Based RCA
- Human-in-the-Loop Remediation
- Splunk Write-Back
- Incident Lifecycle Management
- Operational Intelligence Dashboard
A lightweight observability simulator that generates infrastructure telemetry, performs anomaly detection using statistical techniques, and correlates incidents into actionable signals.
👉 https://github.com/raviadapa-ai/system-metrics-anomaly-detection
Engineering-focused repository covering:
- Log Analysis
- Event Correlation
- Infrastructure Telemetry
- Statistical Analysis
- Foundations of Machine Learning for AIOps
👉 https://github.com/raviadapa-ai/python-for-ai-ml
Production-style AIOps platform focused on:
- Telemetry Collection
- Correlation
- RCA
- AI-Assisted Investigation
- Operational Automation
I am pursuing roles and opportunities in:
- AIOps Engineering
- Site Reliability Engineering (SRE)
- Platform Engineering
- AI Infrastructure Engineering
- Operational Intelligence Platforms
- Technical Co-Founder Opportunities
- Systems Thinking Over Tool Thinking
- Reliability Is a Feature
- Observability Enables Intelligence
- Correlation Is More Valuable Than Raw Alerts
- AI Should Augment Human Decision-Making
- Automation Requires Governance
Building next-generation AgenticOps platforms that transform:
Logs + Metrics + AI + Operational Context → Actionable Operational Intelligence
- 💼 LinkedIn: https://www.linkedin.com/in/raviadapa-ai/
🚀 Platform Engineering → Observability → Agentic AI → AIOps