A perturbative expansion of knot invariants is derived using quantum cluster algebras. By interpreting the -matrix of as a cluster transformation and introducing an auxiliary parameter , we derive a perturbed -matrix expressed in terms of Heisenberg algebra generators arising from the representation theory of the quantum cluster algebra. The resulting knot invariant has a zeroth-order term equal to , the reciprocal of the Alexander polynomial, while higher-order terms in produce perturbed-Alexander invariants in line with the construction by Bar-Natan and Van der Veen. Our construction combines the Schrödinger representation of the quantum torus algebra with cluster mutation combinatorics and is illustrated with a Mathematica implementation and explicit examples.

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