MSc Data Science thesis

Smart Energy Arbitrage

Source-backed DAM/IDM hourly recommendation preview для human BESS operator.

Python
Dagster
FastAPI
Postgres
Nuxt
MLflow
BESS
DFL

Про проєкт

Defended energy-arbitrage system з Dagster/FastAPI/Postgres, Nuxt operator dashboard, deterministic LP/V2+ evidence та bounded DT/HF shadow comparisons. Boundary чіткий: preview/read model only, no bids and no autonomous dispatch.

Докази та результати

Public Ukraine BESS Arbitrage Index перетворює thesis work на source-backed analytics product.
Operator preview розділяє official DAM/IDM rows, forecast-store rows, readiness, strategy evidence та no-execution controls.
Research evidence includes LP/oracle, V2+, DT safe-switch та HF value-aligned shadow lanes with documented claim boundaries.