11---
22title : " NETAI: AI-Powered Network Anomaly Detection and Diagnostics Platform"
3- authors : [dmishin, dweitzel ]
3+ authors : [mfsada ]
44author_notes : ["Researcher, UC San Diego"]
55tags : ["osre26", "uc", "web development", "educational technologies", "ucsd", "sdsc", "kubernetes", "llm", "ai", "network diagnostics", "perfsonar", "nrp"]
66date : 2026-02-05
@@ -23,7 +23,7 @@ The proposed work includes developing a **Kubernetes-native chatbot** that integ
2323- ** Skills:** Python, Kubernetes, LLM APIs (Qwen3-VL, GLM-4.7, GPT-OSS), Prompt Engineering, REST APIs, Docker, GPU Computing
2424- ** Difficulty:** Hard
2525- ** Size:** Large (350 hours)
26- - ** Mentors:** {{% mention "dmishin" %}}, {{% mention "dweitzel " %}}
26+ - ** Mentors:** {{% mention "mfsada " %}}
2727
2828### NETAI / Network Anomaly Detection Models
2929
@@ -33,7 +33,7 @@ The proposed work includes developing **deep learning models** for network anoma
3333- ** Skills:** Python, PyTorch/TensorFlow, scikit-learn, Pandas, NumPy, SQLite, Kubernetes, GPU Pods, MLOps
3434- ** Difficulty:** Hard
3535- ** Size:** Large (350 hours)
36- - ** Mentors:** {{% mention "dmishin" %}}, {{% mention "dweitzel " %}}
36+ - ** Mentors:** {{% mention "mfsada " %}}
3737
3838### NETAI / Predictive Analytics & Forecasting
3939
@@ -43,7 +43,7 @@ The proposed work includes developing **predictive models** that can forecast ne
4343- ** Skills:** Python, PyTorch/TensorFlow, Prophet, ARIMA, Pandas, NumPy, Time-Series Analysis, Kubernetes, GPU Computing
4444- ** Difficulty:** Hard
4545- ** Size:** Large (350 hours)
46- - ** Mentors:** {{% mention "dmishin" %}}, {{% mention "dweitzel " %}}
46+ - ** Mentors:** {{% mention "mfsada " %}}
4747
4848### NETAI / Kubernetes Deployment & Infrastructure
4949
@@ -53,7 +53,7 @@ The proposed work includes setting up **Kubernetes-based infrastructure** for de
5353- ** Skills:** Kubernetes, Helm, GitLab CI/CD, Prometheus, Grafana, Docker, GPU Pods, Persistent Storage, Infrastructure Automation
5454- ** Difficulty:** Medium to Hard
5555- ** Size:** Large (350 hours)
56- - ** Mentors:** {{% mention "dmishin" %}}, {{% mention "dweitzel " %}}
56+ - ** Mentors:** {{% mention "mfsada " %}}
5757
5858## Project Resources
5959
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