ClientPrivate Client
RoleFull Stack Engineering
Year2024
Tech StackReact, Python, D3.js, FastAPI, PostgreSQL
The Overview
An advanced multi-chat analysis platform featuring interactive network graphs and high-throughput ingestion pipelines. Designed to uncover hidden patterns and visualize complex relationships within communication datasets.
The Challenge
The client needed to process massive volumes of chat logs to identify communication patterns and key influencers, but existing tools lacked the visualization capabilities and processing speed required for their datasets.
The Solution
We engineered a high-throughput ingestion pipeline capable of parsing gigabytes of chat data in real-time. The frontend features an interactive network graph visualization, allowing analysts to intuitively explore relationships and node centrality.
Impact & Results
1M+ msgs
Data Processing
< 50ms
Query Speed
10k+
Graph Nodes
Technology Stack
ReactPythonD3.jsFastAPIPostgreSQL