PREETHIKA N C's repositories
Online-PDF-Summarizer-App
Experience seamless document comprehension with 'Online PDF Summarizer App,' featuring the advanced LaMini-Flan-T5-248M model, Langchain, and Streamlit. Effortlessly distill business PDFs, transforming lengthy content into concise summaries for enhanced productivity and insightful decision-making
Leetcode-Medium-Problems
In this repo, you can find the medium leetcode problems with solution explanation and coding.
Product-Demand-Prediction-using-Decision-Tree-Regressor
In today's dynamic marketplace, accurately forecasting product demand is essential for optimizing inventory management, production planning, and ensuring customer satisfaction. This project capitalizes on the potential of machine learning to tackle this critical business challenge.
Customer-Churn-Prediction-Using-ANN
Employ Artificial Neural Networks for Customer Churn Prediction, empowering businesses to proactively retain customer loyalty and optimize strategies. Utilize advanced analytics to foresee and address potential attrition seamlessly.
CV-and-Resume-Parser-using-Spacy
CV and resume parser using Spacy, extracting key information such as skills, experiences, and education details to streamline data processing for recruitment and HR applications.
Movie-Recommendation-System-Using-Cosine-Similarity
This movie recommendation system employs content-based, collaborative, and popularity-based filtering techniques, using Cosine Similarity, to provide personalized movie suggestions. By combining diverse algorithms, the system enhances user experience by offering a well-rounded selection of films tailored to individual preferences.
PDF-Multichat-Interaction-System-Using-Llama-2
PDF Multichat Interaction System utilizing Llama 2, Langchain, and Pinecone. Streamline content extraction from resumes, health reports, and business documents, enhancing document interaction for various applications. Experience efficient and versatile document processing with this advanced system.
Business-Document-Generator-using-Fine-Tuned-GPT-3.5-Turbo
Revolutionize document creation with the Business Document Generator using Fine-Tuned GPT-3.5 Turbo. Harnessing the potential of fine-tuning, tailor document structures and formats to perfection, ensuring unparalleled customization for your business needs. Effortlessly produce professional documents with precision and efficiency.
Credit-Card-Segmentation-Using-K-Means-Clustering
Utilizing K-means clustering on credit card data, this project classifies customers into segments based on their balance, purchase behavior, and credit limit. The analysis aims to unveil distinct user groups, enabling tailored financial solutions and strategic decision-making for credit card providers.
Document-Generator-Using-Claude-2-API
Effortlessly generate dynamic documents with the 'Document Generator Using Claude 2 API.' Streamline content creation and enhance productivity with this powerful integration.
Food-Delivery-Time-Prediction-Using-LSTM-Neural-Network
Optimize food delivery efficiency with it, predicting precise delivery times using LSTM Neural Network. Applying deep learning techniques to analyze historical data, the system considers factors like order details, distances, enhancing logistics, ensuring accurate and reliable delivery time estimates for improved customer satisfaction.
Heart-Disease-Prediction-Using-Logistic-Regression
Revolutionized cardiovascular health with a logistic regression-based heart disease prediction model. Streamlining diagnostics, it saves valuable doctor time by swiftly analyzing patient data, offering proactive insights for efficient and informed medical decisions.
Leetcode-Easy-Problems
You can find the easy leetcode problems with solution explanation and coding.
NOVEL-CYBER-ATTACK-DETECTION-USING-HYBRID-DEEP-LEARNING-MODEL
Publication Title - Novel Cyber Attack Detection Using Hybrid Deep Learning Model. Published on - International Journal of Science and Innovative Engineering & Technology (IJSIET) Vol.1, Sep 2022
PDF-Summarizer-Using-Langchain-and-OpenAI-Model
Crafted a PDF Summarizer project utilizing Langchain and OpenAI, providing efficient document summaries for enhanced content understanding.
Text-and-Image-Extraction-from-docx-and-Fine-Tuning-GPT-3.5-Turbo-for-Business-Document-Generation
Python project for extracting text and images from DOCX files. Fine-tune GPT-3.5 Turbo to generate business documents, fostering document automation.