Candidate Explorer

Choose a candidate to interview

Each profile includes a skill snapshot, evidence from completed missions, and the focus gaps the interview will probe.

Aria Chen

ML Engineer

84

Strong on model architecture, growing in evaluation rigor and MLOps.

TransformersPyTorchEvaluation

Focus gaps

MLOpsExperiment tracking

Ben Okafor

AI Product Designer

78

Great at turning research into usable interfaces; needs more data literacy.

UX ResearchPrototypingPrompting

Focus gaps

Statistical testingSQL

Carla M. Ruiz

Data Scientist

91

Solid statistics and experiment design; building LLM application experience.

StatisticsA/B testingPython

Focus gaps

LLM fine-tuning

David Kim

Applied AI Engineer

88

End-to-end builder with a focus on retrieval and agentic systems.

RAGAgentsLangChain

Focus gaps

Production monitoring

Elena Petrov

Research Scientist

93

Deep theoretical background; translating research into products is the focus.

Deep learningOptimizationMath

Focus gaps

Software engineering

Farhan Ali

AI Infrastructure Engineer

86

Expert in scalable training and inference; expanding into agent evaluation.

Distributed systemsCUDAKubernetes

Focus gaps

Agent evaluationRLHF

Grace Liu

Prompt Engineer

82

Exceptional at eliciting model behavior; formalizing evaluation frameworks.

PromptingFew-shotEvaluation

Focus gaps

System designMetrics

Hassan Mbeki

NLP Specialist

85

Strong in language understanding tasks; building agentic reasoning skills.

NLPBERTInformation extraction

Focus gaps

Tool usePlanning

Isla Thompson

AI Safety Researcher

89

Focused on evaluation, red-teaming, and alignment of deployed systems.

Red-teamingAlignmentEvals

Focus gaps

Production deployment

Jonas Bergström

Full-stack AI Developer

80

Can ship complete AI features; deepening retrieval and evaluation depth.

ReactPythonOpenAI API

Focus gaps

RAGEvaluation metrics