Projects
Portfolio-grade experiments with real constraints.
Traffic Flow Forecasting
Forecasts short-term roadway demand via a lightweight ML pipeline that can run on commodity hardware.
MLtime seriesproduction
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Minesweeper Constraint Solver
Pairs CSP reasoning with heuristic pruning so every move can be traced and explained on randomized boards.
Constraint reasoningsearchdebugging
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PageRank Research Sandbox
Explores ranking strategies via deterministic graphs, sampling approximations, and convergence diagnostics.
Graph algorithmsanalysisreproducibility
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