Skip to main content

📐 Reference Architecture / Internal Demo

Not a real client project. This showcases architectural patterns and implementation approaches.

webcompletedData AnalyticsFeatured

AI-Powered Analytics Dashboard

Sample analytics dashboard demonstrating how to process large data volumes in real-time, providing actionable insights through machine learning algorithms and intuitive visualizations.

Client

Internal Demo

personal

Duration

8 months

6 team members

Performance

Real-time processing patterns

Cost Savings

Cloud cost optimization approaches

AI-Powered Analytics Dashboard

The Challenge

Demonstrating solutions for data analysis challenges: real-time processing, ML integration, and unified dashboards from disparate data sources.

Our Solution

Created a unified analytics platform with real-time data ingestion, automated ML pipelines, and interactive dashboards using modern data engineering practices.

Results Achieved

What this demo shows: Real-time data pipeline architecture
ML model integration patterns
Interactive data visualization techniques
Automated anomaly detection implementation
Multi-source data aggregation strategies

Key Features

Real-time data visualization
Custom dashboard builder
ML-powered predictions
Automated reporting
Multi-tenant architecture
API integrations

Technologies Used

Reactexpert
D3.jsadvanced
Pythonexpert
FastAPIadvanced
Apache Kafkaadvanced
ClickHouseadvanced
TensorFlowintermediate
Apache Airflowadvanced

Project Details

Published

6/20/2024

Completed

6/1/2024

Client Type

personal

Company Size

Reference Architecture

Interested in Similar Work?

Let's discuss how we can help with your next project.

Get In Touch