experience

Research, engineering, and the plumbing underneath both.

Two tracks that turned out to be one. The buy-side work taught me what a decision costs. The engineering work taught me how to make that decision repeatable.

June 2026 — Present

Dallas, TX · Remote

AI/ML Engineer

Vibe Logics

  • Build Airflow orchestrated Python pipelines to ingest CRM and campaign data through reusable ETL workflows and data analysis.
  • Train scikit-learn and XGBoost machine learning models driving conversion scoring, customer segmentation, and budget optimization.
  • Deliver Plotly and Power BI dashboards from SQL aggregations, visualizing campaign and customer performance trends.
  • Integrate OpenAI LLM APIs with customer data to generate personalized content and automate campaign targeting.
  • Python
  • Airflow
  • scikit-learn
  • XGBoost
  • SQL
  • Plotly
  • Power BI
  • OpenAI API
Oct 2023 — Dec 2025

Chico, CA

Senior Equity Analyst

Chico Creek Capital Investment Fund

  • Led equity research and mentored junior analysts through valuation and pitch development, leveraging Bloomberg for market analysis to generate recommendations for stakeholders, with two positions appreciating 100%+ after purchase.
  • Assembled a 96-feature market-indicator library, training an 11-model machine-learning ensemble on selected subsets, producing probability forecasts across five horizons to identify directional signals.
  • Automated P&L and portfolio-risk monitoring across 40 equities via Python pipelines, guiding rebalancing with mean-variance and risk-parity optimization benchmarked on efficient-frontier Sharpe ratios.
  • Bloomberg Terminal
  • Equity Research
  • DCF
  • Monte Carlo
  • Mean-Variance
  • Risk Parity
  • Python
Oct 2023 — Dec 2025

Chico, CA

IT Systems Analyst

IT Support Services, California State University, Chico

  • Employed root cause analysis to resolve escalated hardware, software, and network issues across enterprise systems.
  • Supported device imaging, system deployments, and access control, working daily inside production IT operations.
  • Implemented workflow changes that cut average issue resolution time by 20%.
  • Provided technical support to 20,000+ users with a 90%+ resolution rate, coordinating across cross-functional teams.
  • Azure AD
  • Intune
  • SCCM
  • Jamf
  • TeamDynamix
  • Bomgar
May 2024 — Aug 2024

Remote · Switzerland

Data Engineering Intern

Abylle Solutions Private Limited

Data & Analytics Engineering team, on VITA (Virtual Intelligent Tax Advisor) — the company's tax compliance and e-invoicing platform.

  • Built distributed Python and PySpark ETL pipelines on AWS Glue and S3, transforming financial ledger data into Amazon Redshift datasets for tax reporting workflows, cutting monthly reporting preparation time by 40%.
  • Extracted financial records with SQL, engineered transaction-level features, and trained machine-learning models to analyze financial patterns and support reconciliation.
  • Automated reconciliation and data-quality checks across accounting datasets, catching schema and balance breaks before load and cutting downstream reporting errors by 30%.
  • Designed warehouse data models standardizing structures across client books, enabling consistent SQL queries and point-in-time audit analysis.
  • Developed Tableau and Power BI dashboards, managing two-week Agile releases and tracking delivery metrics in Jira.
  • Configured Jenkins CI/CD pipelines and CloudFormation EC2 templates for the product, cutting deployment time by 40% and environment setup time by 50%.
  • PySpark
  • AWS Glue
  • S3
  • Redshift
  • SQL
  • Tableau
  • Power BI
  • Jenkins
  • CloudFormation
  • Jira
next

Looking for a seat where the feedback loop is short.

Quantitative trading, research, or quant dev. Summer 2027 internship or term-time. Authorized to work in the US, no sponsorship needed.