accent-detection

Speech recognition: Sequential MFCC distinguishes accents with 95% accuracy using various classifiers.

asr

Automatic Speech Recognition system using transformers for real-time transcription.

bigram-character-level-language-model

PyTorch bigram character model for text generation, using gradient descent on Shakespeare corpus

budget-app

Track and manage budgets efficiently with the Budget Manager Python module.

building-rag-agents-for-llms

Scalable LLM deployment with retrieval-based systems, microservices, LangChain dialog management, and model productionalization.

building-systems-with-chatgpt-api

Code files and my notes from deeplearning.ai's "Building AI Applications Using ChatGPT API" by Andrew Ng

chroma

the AI-native open-source embedding database

cipher

Vigenère cipher for text encryption, decryption, custom key usage, classical cryptography, alphabetical offset, secure communication.

crowdfunding

Solidity smart contract 'CrowdFunding' for Ethereum, allows contributions, manager-controlled fund access.

cryptocurrency-scraping-and-analysis

This project scrapes, cleans, analyzes, and predicts cryptocurrency trends using historical data from CoinMarketCap

deep-computer-vision

Image classification with CNNs on CIFAR-10 using TensorFlow, Keras, and data augmentation.

deeplearningdotai-notes

My notes and notebooks from DeepLearning.AI's short courses, updated as I finish each new course.

fieldvision

LSTM neural nets on agriculture data, a user-friendly web interface for CSV file uploads, results visualization, and performance evaluation

food-ordering-chatbot-using-openai-api

OrderBot: Customizable Python chatbot using GPT for restaurant order handling and delivery.

forum-latest-posts-viewer

web app using JavaScript, Fetch API for latest posts with asynchronous data fetching, dynamic HTML generation, and date formatting.

gptlanguagemodel

GPT-style model using transformers, multi-head self-attention, dropout, and layer normalization.

gradioai-toolkit

Gradio-powered AI tools for interactive web applications

how-diffusion-models-work

Implementation and visualization of diffusion models for image generation using PyTorch and U-Net architecture.

leetcode

Collection of LeetCode questions to ace the coding interview! - Created using [LeetHub](https://github.com/QasimWani/LeetHub)

llm.c

LLM training in simple, raw C/CUDA

low-resolution-face-recognition

Facial recognition: SRGANs enhance low-res images, featuring MTCNN, Siamese Model.

luhn-algorithm

Python credit card validator using checksum, digit manipulation, even-odd separation, and string translation for secure number verification.

manual-backpropagation-batchnorm

Manually backpropagating and optimizing a multilayer perceptron with batch normalization in plain Python (without PyTorch)

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

nlp-with-rnns

NLP with RNNs: Sentiment analysis, character generation using LSTM, Python, TensorFlow.

nn-zero-to-hero

Neural Networks: Zero to Hero

password-generator

Secure password generator in Python with `secrets`, customizable length, numerics, specials, uppercase, and lowercase enforcement.

q-learning-agent-for-frozen-lake-navigation

Reinforcement learning: Q-Learning agent optimized for navigating OpenAI Gym's Frozen Lake.

rag-from-scratch

rag_langchain

RAG app with Llama3, OpenAI embeddings, and ChromaDB for querying PDFs (adaptable for CSVs, JSONs and more)