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omercangumus/README.md

👨‍💻 About Me

Fourth-year Software Engineering student at Fırat University. I build tools for model monitoring, anomaly detection, and infrastructure automation.

I enjoy the operational side of machine learning: understanding how systems behave, detecting problems early, and making deployments easier to manage.

🚀 Featured Projects

Project What I'm Building
🛰️ Star-Ops Spacecraft health monitoring across a six-satellite simulation. Combines Isolation Forest and LSTM autoencoders for anomaly detection, with KS-test and PSI to monitor model drift.
👻 GhostCost Cloud cost optimization SaaS that detects AWS waste and produces evidence-based savings playbooks. Includes 160+ tests and a Docker-ready CI/CD pipeline.
📡 Cosmic Pipeline Hybrid DSP and ML pipeline for cleaning radiation-corrupted satellite telemetry. Processed 362 anomalies in 3.3 seconds, with an interactive Three.js dashboard.
📊 Oracle Plan Assistant Reviews Oracle execution plans and prioritizes potential join, scan, predicate, and partition-pruning risks. Deterministic checks provide the evidence; an LLM explains the findings.
✉️ Mail Automation Email workflows supporting Gemini, OpenRouter, and OpenAI-compatible models. Includes Hunter.io email discovery and credential storage through the operating system's keyring.

⚙️ Selected Technologies

Python, AWS, Docker, Kubernetes, Terraform, GitHub Actions, Prometheus and Grafana

🌍 Open Source & Collaboration

  • Gambia Garden — Volunteer DevOps contributions across CI/CD, test gates, deployment planning, security reviews, and release readiness.
  • Squad — Merged contributions to an AI-agent project, working on CI/CD, observability, and operational tooling.
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  1. aiops-mlops-platform aiops-mlops-platform Public

    Python

  2. cloud-native-reliability-platform cloud-native-reliability-platform Public

    Python

  3. -AegisOps -AegisOps Public

    Python

  4. mail-ai mail-ai Public

    Python 6

  5. cursor_reset cursor_reset Public

    Python 6

  6. github/squad github/squad Public

    Squad: AI agent teams for any project

    TypeScript 3.4k 520