Ishangoai/AIMS_course
Oct 2025 – Oct 2025
1 Month active
Languages Used
PythonShell
Technical Skills
API DevelopmentCI/CDDagsterData EngineeringData ValidationDocker
Rojoniaina-Rasoafarihy
PROFILE
Rojoniaina-rasoafarihy
Rojoniaina developed the Student AI/ML Platform Scaffold for the Ishangoai/AIMS_course repository, creating a modular workflow platform to support student experimentation and learning in AI and machine learning. The scaffold unified data ingestion, processing, analytics, and model tracking, enabling rapid prototyping and educational use. Rojoniaina implemented a Dagster-based data pipeline for ingestion, cleaning, and aggregation, and integrated MLflow for time-series forecasting with model tracking and promotion. The platform featured a FastAPI application mounting Gradio apps, including a Langchain-powered chatbot for interactive support. The work demonstrated depth in Python, data engineering, and model deployment, establishing a robust foundation for student projects.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
1Total
Bugs
0
Commits
1
Features
1
Lines of code
1,698
Activity Months1
Your Network
35 people
Work History
October 2025
1 Commits • 1 Features
Oct 1, 2025October 2025: Delivered the Student AI/ML Platform Scaffold for Ishangoai/AIMS_course, establishing a modular end-to-end workflow platform that enables student-focused AI/ML experimentation and learning. The month focused on implementing a scaffold that unites data ingestion, processing, analytics, and model tracking, enabling faster experimentation and education outcomes. Key outcomes include a new folder structure, a Langchain/Gradio chatbot, a FastAPI application mounting Gradio apps, a Dagster-based data engineering pipeline (ingestion, cleaning, and aggregation), and an MLflow-integrated time-series forecasting pipeline with model tracking and promotion.
1 Commits • 1 Features
Oct 1, 2025October 2025: Delivered the Student AI/ML Platform Scaffold for Ishangoai/AIMS_course, establishing a modular end-to-end workflow platform that enables student-focused AI/ML experimentation and learning. The month focused on implementing a scaffold that unites data ingestion, processing, analytics, and model tracking, enabling faster experimentation and education outcomes. Key outcomes include a new folder structure, a Langchain/Gradio chatbot, a FastAPI application mounting Gradio apps, a Dagster-based data engineering pipeline (ingestion, cleaning, and aggregation), and an MLflow-integrated time-series forecasting pipeline with model tracking and promotion.
October 2025
Activity
Loading activity data...
Quality Metrics
Correctness90.0%
Maintainability90.0%
Architecture90.0%
Performance80.0%
AI Usage90.0%
Skills & Technologies
Programming Languages
PythonShell
Technical Skills
API DevelopmentCI/CDDagsterData EngineeringData ValidationDockerFastAPIGradioHyperoptLangchainMLflowMachine LearningModel DeploymentPandasScikit-learn
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline