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Rudy Diatezua

Rudy Diatezua

Data analyst and M.S. in Data Analytics candidate

Talent
Avenel, Township of Woodbridge, MiddlesexMember since January 21, 2025
PythonR / RStudioSQLDAXRelational / SQLMongoDBData Modeling ConceptsLogistic RegressionRandom ForestXGBoostDecision TreesLasso Regularization & Variable SelectionCross-Validation & Out-of-Sample TestingSMOTE & Class Imbalance HandlingThreshold OptimizationProbability CalibrationROC-AUC, Precision, Recall, F1, Confusion MatricesOdds Ratios & Likelihood Ratio TestsMulticollinearity (VIF)Regression ForecastingSegmentationData Cleaning & ValidationMissing-Value ImputationLog Transformation of Skewed VariablesFeature SelectionData Leakage DetectionAnalytically-Ready Dataset ConstructionDiscrepancy InvestigationPower BIDAX Measures
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PythonR / RStudioSQLDAXRelational / SQL

About

Data analyst and M.S. in Data Analytics candidate (September 2026) who takes analyses end to end — extracting and validating data from relational and NoSQL sources with SQL and MongoDB, building and comparing predictive models in Python and R, and reporting results through Power BI dashboards. Capstone work spans the full CRISP-DM cycle, including regularized variable selection, class imbalance handling, decision threshold optimization, and detection of data leakage that had inflated model performance.

Consistent emphasis on whether a result holds up: documenting assumptions and limitations, validating out of sample, and reporting what a model can and cannot support.

Background in regulated, deadline-driven environments requiring precise documentation and communication with non-technical stakeholders.

Experience

CPS Conservatorship Specialist at Texas Department of Family and Protective Services (2025-08 – 2026-02)

  • Reviewed records and documentation for accuracy, completeness, and proper data entry, identifying and correcting discrepancies before submission to courts and oversight bodies.
  • Maintained confidential personal data in a statewide database system under strict state and federal privacy and audit requirements.
  • Compiled information from multiple systems into recurring written reports and statistical summaries.
  • Communicated complex findings to attorneys, agency staff, providers, and families, adapting technical depth to each audience, while owning a full caseload independently against statutory deadlines.

Founder, Recruiting & Business Development at AdventurAbroad, LLC (2018-08 – 2020-02)

  • Built and maintained CRM pipelines and recurring tracking reports, using conversion and performance data to prioritize business development activity.
  • Worked remotely across time zones, owning client relationships end to end and translating open-ended requirements into concrete plans.

Sales Recruiter at OLSA Resources (2014-12 – 2015-04)

  • Sourced candidates using Boolean search techniques and Applicant Tracking Systems, tracking and reporting pipeline metrics against hiring targets.
  • Maintained organized documentation and records for audit and review.

Education

Master of Science (M.S.) in Data Analytics – Southern New Hampshire University (2026-09)

Bachelor of Science (B.S.) in Psychology – University of Oregon

Skills

Data analyst and M.S. in Data Analytics candidate

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