# Projects

> Open-source projects, products and peer-reviewed publications by László Nemes: NLP and sentiment analysis papers, .NET libraries on NuGet, AI agent experiments, and full-stack applications.

Source: https://laszlonemes.com/projects · Author: László Nemes

A collection of projects, publications, and products I've built over the years.

- **IE and NER supported Sentiment Analysis**
  
  Published in Applied Sciences — Information extraction and named entity recognition for sentiment analysis.
  
  `NLP` `NER` `Published`
  
  Link: https://www.mdpi.com/2076-3417/11/22/11017
- **Sentiment Analysis COVID-19**
  
  Published in Journal of Information and Telecommunication — COVID-19 sentiment analysis using NLP techniques.
  
  `NLP` `COVID-19` `Published`
  
  Link: https://www.tandfonline.com/doi/full/10.1080/24751839.2020.1790793
- **Prediction of Stock Values Changes**
  
  Published in Journal of Information and Telecommunication — Predicting stock market movements with ML models.
  
  `ML` `Finance` `Published`
  
  Link: https://www.tandfonline.com/doi/full/10.1080/24751839.2021.1874252
- **WorkSmartHub**
  
  Full boxed Client & Work-Ticket Management platform by WorkWise Solutions.
  
  `Product` `.NET` `Angular`
  
  Link: https://workwise-solutions.net
- **AI Agent Document Processing**
  
  Intelligent document processing with local LLMs via Ollama, built with .NET 8.
  
  `AI` `Agents` `.NET` `Ollama`
  
  Link: https://github.com/NemesLaszlo/AI-Agent-Document_Processing
- **AI Agent Semantic Kernel Chat**
  
  Conversational AI agent built with Microsoft Semantic Kernel.
  
  `AI` `Semantic Kernel` `.NET` `Ollama`
  
  Link: https://github.com/NemesLaszlo/AI-Agent-SemanticKernel-Chat
- **Cloud File Storage Manager**
  
  Multi-cloud file storage manager supporting Azure, AWS S3, Minio, Box, GCP Bucket and SharePoint.
  
  `.NET` `Cloud Storage` `Library` `NuGet`
  
  Link: https://github.com/NemesLaszlo/Cloud.File.Storage.Manager
- **Kanban Board**
  
  Drag-and-drop task management with Next.js, React, Redux, and Material UI.
  
  `Next.js` `React` `Redux` `Material UI`
  
  Link: https://github.com/NemesLaszlo/Kanban-Board
- **Social Media Analysis**
  
  COVID-19 social media analysis with sentiment analysis, NER and information extraction.
  
  `NLP` `Python` `Data Science` `BERT`
  
  Link: https://github.com/NemesLaszlo/Social-Media-Analysis-based-on-COVID-19-with-Sentiment-Analysis-NER-and-Information-Extraction
- **Sentiment Analysis and Stock Values**
  
  Correlation analysis between social media sentiment and stock market movements.
  
  `ML` `Finance` `Python` `NLP`
  
  Link: https://github.com/NemesLaszlo/Sentiment-Analysis-and-Stock-Values
- **Recurrent Neural Network**
  
  Social media trends analysis based on sentiment and real-time data collection.
  
  `Deep Learning` `RNN` `Python` `NLP`
  
  Link: https://github.com/NemesLaszlo/Social-Media-Trends-Analysis-Based-on-Sentiment-and-Fresh-Runtime-Data-Collections
- **Cartoon Characters Classifier**
  
  Deep learning image classifier for Simpsons characters built with Keras.
  
  `Computer Vision` `Keras` `Python` `Deep Learning`
  
  Link: https://github.com/NemesLaszlo/Cartoon-Characters-Classifier
- **Dog Breed Identification**
  
  Transfer learning model for identifying 120 dog breeds using TensorFlow Hub.
  
  `Computer Vision` `TensorFlow` `Python` `Transfer Learning`
  
  Link: https://github.com/NemesLaszlo/Dog_Breed_Identification
- **Azure Blob Downloader**
  
  Utility for downloading files from Azure Blob Storage.
  
  `Azure` `.NET` `Tools`
  
  Link: https://github.com/NemesLaszlo/Azure.Blob.Downloader
- **Tableau API Client**
  
  Python client for Tableau Server REST API automation.
  
  `Python` `Tableau` `API` `PyPI`
  
  Link: https://github.com/NemesLaszlo/Tableau-API-Python
- **Forum**
  
  Forum backend REST API with Spring Boot, Spring Security, and JWT authentication.
  
  `Java` `Spring Boot` `REST API` `JWT`
  
  Link: https://github.com/NemesLaszlo/Forum
- **LetsDate**
  
  Dating application with real-time messaging and photo uploads.
  
  `.NET` `Angular` `SignalR` `Full Stack`
  
  Link: https://github.com/NemesLaszlo/LetsDate
- **LetsMeet**
  
  Event planning and social meetup platform.
  
  `.NET` `React` `Full Stack` `MobX`
  
  Link: https://github.com/NemesLaszlo/LetsMeet
- **RPG Game Backend**
  
  RESTful API backend for an RPG game with character management.
  
  `.NET` `API` `Game`
  
  Link: https://github.com/NemesLaszlo/RPG-Game-Backend
- **Webshop eCommerce**
  
  Full e-commerce platform built with the MERN stack (MongoDB, Express, React, Node.js).
  
  `MERN` `React` `Node.js` `MongoDB`
  
  Link: https://github.com/NemesLaszlo/Webshop-eCommerce