Projects

IE and NER supported Sentiment Analysis

Published in Applied Sciences — Information extraction and named entity recognition for sentiment analysis.

Sentiment Analysis COVID-19

Published in Journal of Information and Telecommunication — COVID-19 sentiment analysis using NLP techniques.

Prediction of Stock Values Changes

Published in Journal of Information and Telecommunication — Predicting stock market movements with ML models.

WorkSmartHub

Full boxed Client & Work-Ticket Management platform by WorkWise Solutions.

AI Agent Document Processing

Intelligent document processing with local LLMs via Ollama, built with .NET.

AI Agent Semantic Kernel Chat

Conversational AI agent built with Microsoft Semantic Kernel.

Cloud File Storage Manager

Multi-cloud file storage manager supporting Azure, AWS S3, Minio, Box, GCP Bucket and SharePoint.

Kanban Board

Drag-and-drop task management with Next.js, React, Redux, and Material UI.

Social Media Analysis

COVID-19 social media analysis with sentiment analysis, NER and information extraction.

Sentiment Analysis and Stock Values

Correlation analysis between social media sentiment and stock market movements.

Recurrent Neural Network

Social media trends analysis based on sentiment and real-time data collection.

Cartoon Characters Classifier

Deep learning image classifier for Simpsons characters built with Keras.

Dog Breed Identification

Transfer learning model for identifying 120 dog breeds using TensorFlow Hub.

Azure Blob Downloader

Utility for downloading files from Azure Blob Storage.

Tableau API Client

Python client for Tableau Server REST API automation.

Forum

Forum backend REST API with Spring Boot, Spring Security, and JWT authentication.

LetsDate

Dating application with real-time messaging and photo uploads.

LetsMeet

Event planning and social meetup platform.

RPG Game Backend

RESTful API backend for an RPG game with character management.

LetsShop

E-commerce site for winter gear with basket, checkout and Stripe payments; .NET backend with the specification and unit-of-work patterns, Redis basket and an Angular storefront.

Angular Resize Event

Lightweight Angular directive that reports element size changes, a standalone wrapper around the native ResizeObserver. Published on npm.

Azure Custom Pipeline Task Template

Ready-to-copy template for custom Azure Pipelines tasks in TypeScript: validated inputs, secret handling, chunked file upload, unit tests on the official mock runner, VSIX packaging and CI.