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Project 01 // Core Engine

No-Code ML
Platform.

Model-building workflow for non-data-scientists

DOCUMENTATION
AUT
AutoML
MLO
MLOps
DAT
Data Science
WOR
Workflow Automation
40%Workflow efficiency
Non-DSAudience
GuidedModel flow
Process // 01

The Challenge

Business teams often need predictive models but cannot rely on a data scientist for every experiment.

Bottleneck Analysis

Identification of relay failures in distributed nodes.

Process // 02

The Solution

  • Created a guided model-building workflow with data preparation, training, and evaluation stages.
  • Focused on reusable pipelines for tabular prediction and operational analytics.
Architecture

Visual Chronicles

Abdullrahman

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Added explainable outputs so business users can interpret model behavior.
Solution visualization