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Akarma
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AI Competency Radar
Agentic AI S…
Large Langua…
AI Safety & …
Adversarial ML
Multi-Agent …
Failure Mode…
Self-assessed proficiency
AI & Machine Learning
Agentic AI Systems
92%
Large Language Models (LLMs)
90%
AI Safety & Alignment
88%
Adversarial ML
80%
Multi-Agent Deep RL
82%
Failure Mode Analysis
88%
Programming & Engineering
Python
90%
LangChain / LangGraph
85%
PyTorch
75%
FastAPI / REST APIs
72%
Git & GitHub
88%
Research & Academic
Academic Writing
92%
Literature Review
90%
Research Methodology
86%
Critical Thinking
90%
Technical Communication
88%
Systems & Platforms
Blockchain / Smart Contracts
72%
IoT Systems
68%
Digital Twins
76%
Cloud Platforms
65%
Skill Clusters
LLM Prompting
Agentic Pipeline Design
Safety Constraints
Python
Failure Mode Analysis
AI Governance
Academic Writing
Multi-Agent RL
Blockchain
Digital Twins
LangChain
PyTorch
Adversarial AI
Constitutional AI
Critical Thinking
IoT Security
Smart Cities