Skills

Technical Expertise

AI Competency Radar

AI competency radar chart showing proficiency levels: Agentic AI Systems (Expert), Large Language Models (LLMs) (Expert), AI Safety & Alignment (Proficient), Adversarial ML (Proficient), Multi-Agent Systems (Proficient), Failure Mode Analysis (Proficient)

Self-assessed proficiency levels

AI & Machine Learning

Agentic AI SystemsExpert
Large Language Models (LLMs)Expert
AI Safety & AlignmentProficient
Adversarial MLProficient
Multi-Agent SystemsProficient
Failure Mode AnalysisProficient

Programming & Engineering

PythonExpert
LangChain / LangGraphProficient
PyTorchComfortable
FastAPI / REST APIsComfortable
Git & GitHubProficient

Research & Academic

Academic WritingExpert
Literature ReviewExpert
Research MethodologyProficient
Critical ThinkingExpert
Technical CommunicationExpert

Systems & Governance

Blockchain (Ethereum/Fabric)Comfortable
IoT & Edge IntelligenceComfortable
Digital TwinsComfortable
Cloud InfrastructureFamiliar

Research Methods & Frameworks

Agentic Workflows

LangGraphAutoGPTReAct

Safety Analysis

Failure ModesJailbreakingRobustness

Governance

BlockchainConstitutional AIAudit Logs

Evaluation

Human-in-loopBenchmarkingRed Teaming