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Implemented advanced tomographic reconstruction algorithms in MATLAB to recover medical-like images from noisy sinograms using optimization-based techniques. Solved a nonlinear programming (NLP) problem with Total Variation (TV) regularization using multiple approaches: ADMM, Projected Subgradient, Matlab built-in functions.