B.Tech Major Project at Indian Institute of Engineering Science and Technology, Shibpur

In-Memory sorting in Memristors: Developed energy-efficient sorting algorithm using memristive in-memory computing (IMC); implemented MAGIC logic (NOR & NOT) to perform in-memory sorting; designed an optimized selection sort; improved latency and energy efficiency by eliminating frequent memory access. Technologies: Cadence Virtuoso, Verilog, C++. Also developed a model for an in-memory ML-based recommendation engine using ML algorithms on MovieLens dataset (item-item collaborative filtering; KNN with Cosine Similarity); implemented in Google Colab; libraries: NumPy, Pandas, Scikit-Learn; Concepts: Exploratory Data Analysis, ML classification algorithms, Collaborative Filtering.