Skills

Technical Expertise

AI Competency Radar

AI competency radar chart showing proficiency levels: 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%

Self-assessed proficiency levels

AI & Machine Learning

Agentic AI Systems
Large Language Models (LLMs)
AI Safety & Alignment
Adversarial ML
Multi-Agent Deep RL
Failure Mode Analysis

Programming & Engineering

Python
LangChain / LangGraph
PyTorch
FastAPI / REST APIs
Git & GitHub

Research & Academic

Academic Writing
Literature Review
Research Methodology
Critical Thinking
Technical Communication

Systems & Platforms

Blockchain / Smart Contracts
IoT Systems
Digital Twins
Cloud Platforms

Skill Clusters

LLM PromptingAgentic Pipeline DesignSafety ConstraintsPythonFailure Mode AnalysisAI GovernanceAcademic WritingMulti-Agent RLBlockchainDigital TwinsLangChainPyTorchAdversarial AIConstitutional AICritical ThinkingIoT SecuritySmart Cities