abeed04

Config files for my GitHub profile.

bank-credit-risk-model-using-machine-learning

Robust credit risk model that go beyond traditional credit scoring methods in banks

blog_generator

Generating creative blog content using Langchain and Google Gen AI

chat-with-pdf-using-gemini-1.5-flash

Chat with the content of PDFs using an informative LLM powered by RAG.

classification-of-mice-on-protein-expression-level

document-qa

emotion-detection-using-opencv

Open Cv(Cv2) was used to preprocess pictures for emotion detection, which was then combined with Resnet 50 and CNN models for emotion prediction.

employee-attrition-analysis

face-recognition-using-computer-vision-cv2

OpenCV (cv2) can be used for face recognition by detecting faces, extracting facial features, and comparing them to a database of known faces.

heart-disease-analysis

hotel-bookings-prediction-using-machine-learning

Random forest algorithm can be used to analyze hotel booking data and predict booking behavior. This allows hotels to optimize pricing strategies, staffing, and identify potential cancellations for proactive guest communication.

iris-flower-classification

Simple classification approach to identify different species of Iris Flowers.

object-detection-model-using-cv2

Leverage OpenCV (cv2) to build an object detection system. This system would combine a pre-trained MobileNet model, trained on the COCO dataset, with a frozen inference graph for real-time object identification within images or videos.

rag-based-chat-with-pdf-using-llama3

Turn your PDFs into a conversation with Llama3's RAG-powered chat.

resume-ats-score-check-using-gemini

sentiment-analysis-using-recurrent-neural-networks

Bidirectional RNNs are used to analyze the sentiment (positive, negative, neutral) of movie reviews. .

web-scraping-of-cars-from-cars24.com