NASA-IMPACT/accelerated-discovery
Aug 2025 – Oct 2025
3 Months active
Languages Used
PythonTOMLYAML
Technical Skills
AI Prompt EngineeringAI SafetyAPI DevelopmentBackend DevelopmentCode OrganizationCode Refactoring
Tigran Tchrakian
PROFILE
Tigran Tchrakian
Tigran developed core risk evaluation and mitigation features for the NASA-IMPACT/accelerated-discovery repository, focusing on AI-driven risk assessment workflows. Over three months, he built a DAG-based Risk Agent that loads and aggregates risk data from YAML configurations, enabling flexible, science-informed evaluation pipelines. He enhanced AI safety evaluation by refining prompt engineering and system prompts for stricter, failure-oriented criteria, and integrated support for new models like Granite Guardian 3.3. Using Python, YAML, and robust backend development practices, Tigran improved error handling, observability, and configuration management, resulting in more reliable risk scoring and maintainable, testable code for scientific data processing.
Overall Statistics
Feature vs Bugs
88%Features
Repository Contributions
20Total
Bugs
1
Commits
20
Features
7
Lines of code
2,971
Activity Months3
Your Network
13 people
Work History
October 2025
2 Commits • 1 Features
Oct 1, 2025October 2025 monthly summary for NASA-IMPACT/accelerated-discovery focusing on risk evaluation improvements and configuration robustness that boost AI-driven risk mitigation and pipeline reliability across the project.
2 Commits • 1 Features
Oct 1, 2025October 2025 monthly summary for NASA-IMPACT/accelerated-discovery focusing on risk evaluation improvements and configuration robustness that boost AI-driven risk mitigation and pipeline reliability across the project.
October 2025
September 2025
9 Commits • 3 Features
Sep 1, 2025September 2025 monthly summary for NASA-IMPACT/accelerated-discovery: Delivered architecture overhaul and feature enhancements to the Risk Assessment Engine, refined risk atlas content, and integrated Granite Guardian 3.3 model support. Implemented improvements in DAG-based risk aggregation, error handling, and observability. The work provides measurable business value: more accurate risk scoring, faster time-to-insight, and smoother model integration for future capabilities.
September 2025
9 Commits • 3 Features
Sep 1, 2025September 2025 monthly summary for NASA-IMPACT/accelerated-discovery: Delivered architecture overhaul and feature enhancements to the Risk Assessment Engine, refined risk atlas content, and integrated Granite Guardian 3.3 model support. Implemented improvements in DAG-based risk aggregation, error handling, and observability. The work provides measurable business value: more accurate risk scoring, faster time-to-insight, and smoother model integration for future capabilities.
August 2025
9 Commits • 3 Features
Aug 1, 2025August 2025 monthly summary for NASA-IMPACT/accelerated-discovery focusing on delivering the Risk Agent core and related safety evaluation enhancements, plus packaging and test improvements to improve maintainability and reuse across risk workflows.
9 Commits • 3 Features
Aug 1, 2025August 2025 monthly summary for NASA-IMPACT/accelerated-discovery focusing on delivering the Risk Agent core and related safety evaluation enhancements, plus packaging and test improvements to improve maintainability and reuse across risk workflows.
August 2025
Activity
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Quality Metrics
Correctness88.0%
Maintainability88.0%
Architecture86.0%
Performance77.0%
AI Usage30.0%
Skills & Technologies
Programming Languages
PythonTOMLYAML
Technical Skills
AI Prompt EngineeringAI SafetyAPI DesignAPI DevelopmentAPI IntegrationAgent DevelopmentBackend DevelopmentCode OrganizationCode RefactoringConfiguration ManagementData LoadingData ModelingDebuggingDependency ManagementDocumentation
Repositories Contributed To
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