Skills

Skills matrix

Skills grounded in project work, coursework, and workplace experience.

Proficient
Working knowledge
Familiar

Languages & Querying

PythonRisk · NLP · Fraud · Compliance · Monitoring
Proficient
SQLAnalytics engineering · Compliance
Proficient
RData analysis
Working knowledge
dbtSQL warehouse · Compliance masking
Working knowledge
TypeScriptLedger full-stack app
Proficient

Machine Learning

scikit-learnFraud · Fake-news NLP
Working knowledge
XGBoostFraud · Fake-news NLP
Working knowledge
imbalanced-learn / SMOTEFraud detection
Working knowledge
SHAPFraud explainability
Working knowledge
spaCy / NLPFake-news classifier
Working knowledge

MLOps & Engineering

Evidently AIModel monitoring
Working knowledge
MLflowModel monitoring
Working knowledge
Apache AirflowModel monitoring DAG
Familiar

Data & Analytics

pandas / NumPyRisk · NLP · Fraud · Compliance · Monitoring
Proficient
DuckDBSQL warehouse · Compliance
Working knowledge
Great ExpectationsCompliance audit
Working knowledge

Domain & Full-Stack

Quantitative Risk — VaR, Monte CarloPortfolio risk
Working knowledge
GDPR / CCPA governanceCompliance audit
Familiar
ExpressLedger finance app
Working knowledge
Star-schema / dimensional modellingSQL warehouse
Working knowledge

Visualization & Apps

matplotlib · seabornRisk · Fraud · Inventory analysis
Proficient
PlotlyRisk · Fraud
Proficient
StreamlitFake-news classifier
Working knowledge
React · Node.jsLedger finance app
Working knowledge
PostgreSQL · PrismaLedger finance app
Working knowledge
Plaid APILedger finance app
Familiar

Workplace Tools

Microsoft Office (Excel, Word, PowerPoint)Inventory analysis · Reports · Presentations
Proficient
SlackTeam communication
Proficient
SharePointAV inventory committee
Familiar
Power AppsAV inventory committee
Familiar