---
title: "AI Knowledge & Market Intelligence | Vivek Singh"
url: https://vivekbuilds.com/work/knowledge/
description: "Retrieval and sentiment workflows that connect streaming data with language models."
---

# AI Knowledge & Market Intelligence

Go services and retrieval pipelines for market intelligence, query understanding and sentiment analysis.

## Architecture
- Event-driven ingestion with Kafka
- Semantic retrieval and vector similarity
- LangGraph workflow coordination
- Go and Python backend services





Descriptive project name. Portfolio interfaces are illustrative.