AI/ML
AI Analytics Dashboard
Developed an AI-powered analytics platform that uses machine learning algorithms to process large datasets and provide actionable business insights through an intuitive dashboard interface.
Timeline
4 months
Team
3 developers
Impact
500% faster insights
Status
AI-Powered
Python
TensorFlow
React
FastAPI
MongoDB
Kubernetes
Key Achievements
Implemented advanced ML algorithms
Real-time data visualization
Automated report generation
Custom prediction models
Features & Capabilities
Machine learning models
Predictive analytics
Data visualization
Automated insights
Custom dashboards
Export capabilities
Challenges & Solutions
Model Accuracy
Achieving high accuracy across diverse datasets
Solution:
Implemented ensemble methods and continuous model retraining
Data Processing Speed
Processing millions of data points in real-time
Solution:
Built distributed processing pipeline with Apache Kafka
Technology Stack
frontend
React
D3.js
Material-UI
Redux
backend
Python
FastAPI
TensorFlow
MongoDB
infrastructure
Docker
Kubernetes
Apache Kafka
tools
Jupyter
Git
MLflow
Grafana
Project Gallery
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