Independent builds and professional simulations outside formal employment. A record of what I’m working through.
A deployed booking-intelligence product with dated data audits and visible evidence gaps.
Reviewing identity resolution and historical coverage before predictive-model evaluation.
A reviewed enrichment plan and defensible temporal benchmark.
An inspectable basketball analytics product; the completed calibration study selected no candidate.
Preserving the ranking release and documenting the failed calibration gates.
Browser verification of the latest search guard; a separately reviewed calibration decision.
Earth and Near-Earth exploration with dated source metadata and explicit failure states.
Distinguishing empty, unusable, and unavailable observation feeds.
Cached-route and browser verification of the latest catalog-integrity repair.
A research dashboard and simulated portfolio system, with no live trading or proven performance claim.
Validating dashboard freshness and preserving independent simulation evidence.
Mounted freshness checks and completion of operational provenance and Linux acceptance gates.
The later imitation candidate completed 60 safe cases but did not beat the fixed correction.
Reviewing evaluated imitation results against both BC and the fixed correction.
A reviewed next-experiment decision with execution gates satisfied.
An anonymized team capstone with shared data and evaluation contracts.
Separating sale-price regression from horizon-specific sale-likelihood classification.
Reproducible model comparison and a client-safe account of approved results.
Active iteration on the healthcare fraud platform is centered on making scoring outputs more operationally useful and easier to explain to reviewers.
Refining business impact assumptions and dashboard walkthroughs
Sharper investigator walkthrough and clearer executive-facing impact framing.
A self-paced simulation focused on turning business rules into a reusable data decisioning output for airport operations.
Task One — Modeling lounge eligibility at Heathrow Terminal 3
Reusable lounge eligibility lookup table plus written justification.
Professional simulation focused on translating engineering tasks into clean, business-facing frontend deliverables.
Task 2 — Data visualization dashboard
Business-facing dashboard implementation with cleaner frontend structure.
Queued analytics simulation focused on structured data cleanup, dashboard communication, and client-ready presentation work.
Preparing to begin the task sequence
Initial analysis artifacts and a client-facing data story.
Completed BCG X's self-paced data science simulation covering problem framing, exploratory analysis, feature engineering, modeling, evaluation, and stakeholder recommendations.
Completed the full client-data workflow from business framing through recommendations
Completed analysis and recommendation workflow retained in the Workbench archive.