abdullahmakhdoom

abdullahmakhdoom.github.io

autogpt

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

covid_visualization

covidnet-ct-identification

Identifying COVID-19 from CT scans of lungs

credit-card-reader

A deep learning based OCR making use of LeNet CNN Architecture to read credit card fields using Tensorflow/Keras, opencv and python.

customer-churn-sagemaker

Predicting customer churn of a mobile operator using XGBoost in Amazon Sagemaker.

customer_segmentation

Implementation of Customer Segmentation using RFM(Recency, Frequency, Monetary) analysis in Python.

devops-python

A simple python microservice that depicts DevOps practices using Github Actions and AWS.

diffusion_img2img

dog_bark_detect

A containerised transformer-based ML system for detecting "dog barks" in real-time audio stream.

drowsiness-detection

A Computer Vision program capable of automatically detecting drowsiness of vehicle drivers in real-time video stream, playing an alarm if the driver appears to be drowsy.

employee_retention_prediction

An End-to-End Machine Learning project to predict the retention of employees in an organization.

fastapi-app

fastapi-nosql-web-scraper

fastapi-postgres-book-database

fine-tune-llm

healthcare-virtual-assistant

ibm_watson_visual_classifier

image-search-engine

Performed feature extraction and similarity lookup on Caltech101.

karoba-chatbot

A deep learning chatbot created with Python and Flask, that can tell interesting facts about South Africa

llm-ollama-llamaindex-bootstrap

Designed for offline use, this RAG application template offers a starting point for building your own local RAG pipeline, independent of online APIs and cloud-based LLM services like OpenAI.

localstack

💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline

moto

Fork of https://github.com/spulec/moto with minor extensions for LocalStack

movie-recommendation-system

A machine learning project learns viewer's watching patterns and suggests relevant movies, using ITEM based collaborative recommendation algorithm..

orange_detection_yolov4

Custom trained YOLOv4 in python for orange detection and yield estimation.

person-re-id

My FYP for BEE, SEECS, NUST 2020.

rasagpt

💬 RasaGPT is the first headless LLM chatbot platform built on top of Rasa and Langchain. Built w/ Rasa, FastAPI, Langchain, LlamaIndex, SQLModel, pgvector, ngrok, telegram

serve

Serve, optimize and scale PyTorch models in production

t20_score_predictor

Trained an XGBoost model for Score prediction in 1st Innings of a T20 match. Deployed the model as web app using Streamlit.