WKS / SELECTED WORK

Analysis. Investigation. Application.

Questions worth
following.

Data analysis and investigative tools that turn complex information into work you can examine.

Explore the work
Python / SQL / Applied analytics

More selected work

02 — 05
02 / CASE STUDY

Blockchain wallet triage

Public Bitcoin transactions become a review queue, flow map, and analyst memo, with attribution limits made explicit.

Python · Bitcoin · Link analysisExplore project
BitcoinObserved flow excerpt
  1. Listed sample wallet15FcqYRb…pycGch
  2. Observed next hop18fPjXb6…aS5q7A
  3. Unlabeled onward output19kWDy5x…w3AKu8

Public-chain observations. A transfer does not establish common ownership.

03 / CASE STUDY

Baseball analytics

Public player and pitch data used to examine development, compare cohorts, and test translation across levels.

Python · Modeling · Public dataExplore project
Player developmentCurated cohort
Successful MLB outcomes

Selected organizations; small samples. Outcome labels follow the case-study definitions.

04 / CASE STUDY

Protective Intelligence Assistant

A public-safe workflow connecting source intake, entity extraction, travel advisories, and analyst reporting.

Python · FastAPI · StreamlitExplore project
Public-source intakeRSS case study
240source rows
149queued items
  1. Normalize
  2. Correlate
  3. Review
Analyst outputsCasepack / Brief / SITREP
05 / CASE STUDY

AI Safety Eval Triage Assistant

Synthetic and redacted evaluation cases organized into risk clusters, review queues, and documented escalation decisions.

Python · Streamlit · scikit-learnExplore project
AI evaluationSynthetic fixture
Cases
18
Risk clusters
12
Register entries
7
Critical queue9 cases
Evaluation health8 flags

Synthetic, redacted cases with documented reason codes.