MLP Timeseries Forecasting
Scratch impelemtation of MLP-based time series modeling using PyTorch, Fourier Analysis to *interpolate* and *extrapolate* 2D data points (x(t),y(t)) from scalar time input t.
Tech-Stack: Python, PyTorch, Numpy, Matplotlib, Fourier-Analysis, MLP
DCGAN Human Face Generation
Implementation of Deep Convolutional Generative Adversarial Network (DCGAN) for generating Human faces using Python and TensorFlow, entirely executed on Kaggle
Tech-Stack: Python, Numpy, Pandas, Matplotlib, TensorFlow, Kaggle, GAN
Paper - H-BERT Detect Sarcasm
Implementation of the paper 'A Novel Hierarchical BERT Architecture for Sarcasm Detection' in text using Python, Pandas, NumPy, Kaggle and TensorFlow.
Tech-Stack: Python, Numpy, Pandas, Matplotlib, TensorFlow, Kaggle
Deep Learning - PyTorch
Complete Deep Learning Concepts, Maths & Architectures implemented using PyTorch only
Tech-Stack: Python, Numpy, Pandas, Matplotlib, PyTorch, TorchVision
Machine Learning - Scratch
Complete Machine Learning Algorithms implemented completely from scratch using python only
Tech-Stack: Python, Numpy, Pandas, Matplotlib
LLM TV-Series Analysis
An AI/LLM powered TV-Series-Analysis System for theme classification & character relationship network of any TV show.
Tech-Stack: Python, Pytorch, LLM, DL, Scrapy, Gradio, Transformer models, Hugging face
Portfolio Website
A personal portfolio website showcasing projects and skills.
Tech-Stack: Next.js, Tailwind, HTML, CSS