Technical Skills

Tools of the trade

Programming, statistics and machine learning, LLM and NLP, platforms and frameworks, and the healthcare and fintech domains I've applied them in.

Programming & Data

PythonSQLRPySparkpandasNumPyData pipelinesAnalytical workflow automation

Statistics & Machine Learning

Statistical modelingExperimentationCausal inferenceForecastingClassificationRegressionXGBoostFeature engineeringCross-validationError analysisModel monitoring

LLM & NLP

RAGEmbeddingsPrompt engineeringSemantic & vector searchEvaluation datasetsRetrieval & answer-quality testingHallucination analysisSource attributionGuardrailsHuman-in-the-loop review

Platforms & Frameworks

scikit-learnPyTorchTensorFlowHugging FaceLangChainLlamaIndexOpenAI APIFAISSPineconeSnowflakeDatabricksdbtAirflowFastAPIStreamlitLookerTableau

Domain Expertise

Healthcare AIReal-world evidenceOncology analyticsPathology AIClinical NLPFintech riskFraud detectionProduct analytics