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Project Case Study

AI Advisor System

Created a scalable AI advisory foundation capable of supporting controlled multi-persona assistant workflows with structured knowledge retrieval and cloud AI integrations.

.NET CoreNext.jsVertex AILiteLLMRAGEmbeddingsVector DBREST APIsGoogle CloudDocker

Problem

AI advisory systems need controlled personas, structured knowledge, configurable workflows, and safer AI responses instead of generic chatbot behavior.

Solution

Built a configurable AI Advisor System with admin-managed personas, RAG-based knowledge flow, multi-agent workflows, LiteLLM integration, Vertex AI services, embeddings, and cloud-backed AI orchestration.

Impact

Created a scalable AI advisory foundation capable of supporting controlled multi-persona assistant workflows with structured knowledge retrieval and cloud AI integrations.

Technology Stack

.NET Core
Next.js
Vertex AI
LiteLLM
RAG
Embeddings
Vector DB
REST APIs
Google Cloud
Docker

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