AI/ML : Google Vertex AI Gemini 2.5 Flash LoRA SFT text-embedding-005 LLM classifier routingTraining Data: JSONL dataset authoring multi-source pipelines data quality validation deduplication few-shot prompt engineeringModel Health: Model drift detection over/under-tuning diagnosis loss curve analysis adapter and epoch tuningLanguages : C# / .NET 10 JavaScript / React 19 SQLBackend : Core 10 SSE streaming REST API designFrontend : React 19 Vite 8 PrimeReact or equivalentCloud : GCP (Vertex AI Cloud Storage Cloud KMS)Data : MongoDB Atlas MongoDB Atlas Vector Search Oracle SQL ServerDevOps : GitHub Actions Docker JFrog Artifactory container platforms
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