Published in Sustainability (MDPI), 2025
Authors: Kamali Saraji, M., & Torabi, M.
Recommended citation: Kamali Saraji, M., & Torabi, M. (2025). "Progress Toward a Circular Economy: A Comparative Analysis of EU Member States." Sustainability (MDPI), 17(18), 8448.
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Published:
Developed a desktop application for university admissions, handling student enrollment, faculty management, course administration, and grading.
Tech Stack: Python (Tkinter, Pandas, NumPy), SQLite
(GitHub Link)
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Built a custom MLP from scratch using NumPy only, and applied L-BFGS-B optimization.
(GitHub Link)
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Developed a character-level language model using JAX, trained on the Penn Treebank dataset.
Implemented autoregressive decoding (sampling, greedy, and beam search) entirely in vectorized JAX for efficient, pure-python loops-free generation.
(GitHub Link)
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Developed a four-phase analytics pipeline and stacking ensemble (RF, GBM, SVR, MLP) to forecast daily solar irradiance for the Baltic Capitals (RMSE 0.58–0.66 kW·h/m²/day; R²≈0.93) and delivered prescriptive grid-management strategies.
(GitHub Link)
Undergraduate course, University 1, Department, 2014
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Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.