Projects

A selection of course and personal projects.

• Numpy & Matplotlib-only implementation of various machine-learning algorithms — Summer 2024, IISc Bangalore
• NLP-based neural network for voice to alphabet conversion — E9 222, Summer 2024, IISc Bangalore
• Implementation of VAE, GAN, Diffusion models on MNIST & CIFAR datasets — Summer 2024, IISc Bangalore
• Analysis of deep learning algorithms for Diabetic Retinopathy — Dec 2023, IISc Bangalore. Slides
• Removal of Multiplicative Noise using BM3D Algorithm — Nov 2023, IISc Bangalore. Slides
• Implementing Kalman Filtering using Dynamic Mode Decomposition — Aug–Nov 2022, Jadavpur University. Slides
• Sparse Classification in Noisy Environment with James-Stein Estimator — Aug–Nov 2022, Jadavpur University
• Modeling an Inverted Pendulum with PID using MATLAB & Simulink — Dec 2021, Jadavpur University
• A Comparison Between Airborne Wind Energy (AWE) and HAWT Systems — Aug–Oct 2021, Jadavpur University
• Simulink Modeling of an Electrical Harmonic Analyser — Jun–Jul 2021, Jadavpur University