Ishangoai/AIMS_course
Oct 2025 – Oct 2025
1 Month active
Languages Used
CSSHTMLJavaScriptMermaidPythonShell
Technical Skills
API DevelopmentAgentic WorkflowsChatbot DevelopmentCode RefactoringDagsterData Engineering
Ayman Tarig
PROFILE
Ayman Tarig
Ayman Tarig developed end-to-end machine learning features and infrastructure for the Ishangoai/AIMS_course repository, focusing on scalable workflows and real-time analytics. He built a Gradio-based image manipulation studio, a fraud detection system with Dagster pipelines, and an agentic report writer integrating LangGraph and FastAPI. His work included foundational scaffolding, automated reporting, and human-in-the-loop review tools, all leveraging Python, Pandas, and MLflow. In the HuanzhiMao/gorilla repository, he delivered ThinkAgent-1B model support for the function-call leaderboard, implementing modular handlers and configuration updates. Across both projects, Ayman demonstrated depth in API development, model integration, and robust state management.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
7Total
Bugs
0
Commits
7
Features
5
Lines of code
5,101
Activity Months2
Your Network
55 peopleWork History
October 2025
6 Commits • 4 Features
Oct 1, 2025October 2025 monthly summary for Ishangoai/AIMS_course focusing on end-to-end ML-enabled features, infrastructure scaffolding, and UI integrations across Gradio and FastAPI. Delivered foundational infra, real-time analytics capabilities, and automated reporting tools that enable scalable ML workflows and business-value features.
6 Commits • 4 Features
Oct 1, 2025October 2025 monthly summary for Ishangoai/AIMS_course focusing on end-to-end ML-enabled features, infrastructure scaffolding, and UI integrations across Gradio and FastAPI. Delivered foundational infra, real-time analytics capabilities, and automated reporting tools that enable scalable ML workflows and business-value features.
October 2025
April 2025
1 Commits • 1 Features
Apr 1, 20252025-04 monthly summary for HuanzhiMao/gorilla: Delivered ThinkAgent-1B model support in the function-call leaderboard, added a dedicated handler, updated model lists and configurations, and introduced a new Python class for model handling. No major bugs fixed this month. The changes enhance model evaluation capabilities for ThinkAgent-1B, enabling broader experimentation and faster decision-making. Demonstrated Python, configuration management, and modular handler design; traceable via commit 4156220fd581ffd5ab095a9a1762f4c0d9a52eca (#928).
April 2025
1 Commits • 1 Features
Apr 1, 20252025-04 monthly summary for HuanzhiMao/gorilla: Delivered ThinkAgent-1B model support in the function-call leaderboard, added a dedicated handler, updated model lists and configurations, and introduced a new Python class for model handling. No major bugs fixed this month. The changes enhance model evaluation capabilities for ThinkAgent-1B, enabling broader experimentation and faster decision-making. Demonstrated Python, configuration management, and modular handler design; traceable via commit 4156220fd581ffd5ab095a9a1762f4c0d9a52eca (#928).
Activity
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Quality Metrics
Correctness90.0%
Maintainability87.2%
Architecture85.8%
Performance82.8%
AI Usage30.0%
Skills & Technologies
Programming Languages
CSSHTMLJavaScriptMarkdownMermaidPythonShell
Technical Skills
API DevelopmentAgentic WorkflowsChatbot DevelopmentCode RefactoringDagsterData EngineeringFastAPIGradioImage ProcessingLLM IntegrationLangGraphLangchainMLOpsMLflowMachine Learning
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline
HuanzhiMao/gorilla
Apr 2025 – Apr 2025
1 Month active
Languages Used
MarkdownPython
Technical Skills
API DevelopmentModel IntegrationPython