Photo Share Link [FastAPI, AWS, Redis, MongoDB]

This is a website that solves problems related to photoorganization and sharing, as well as provides a platform fordirect communication between users. The "Photo Share"app comes with an integrated messenger, allowing users tohave private conversations with other photographers,discuss images, and provide feedback.

Personal assistant (WEB) Link [Python, Django, Git]

A program has been created that sorts the files as well as writes your data and performs serialization

Application for questions and answers based on text documents using LLM (Data science) Link [Python, Django, Elasticsearch, Git]

The user has the ability to upload their own documents and address questions based on these materials, utilizing the powerful capabilities of LLM models to obtain contextually grounded answers. Such a project opens new possibilities in the field of text information processing and analysis, contributing to innovative developments in human-AIinterfaces

Nautic Ai [FastAPI, Google Cloud, MongoDB, Postman, ChatGPT]

Nautic is a crypto-purchasing mechanism that uses AI to audit and analyze cryptocurrency to create custom-curated portfolios.

Text Summarization Application [Spacy, Flask, React]

An application developed to provide concise summaries of text using a model trained with Spacy and Flask, and featuring a React frontend. The application supports text uploads in both Ukrainian and English for summarization.

Bank Fraud Prediction Model [Python, Random Forest Classifier]

A model trained for predicting fraud in the banking sector for a Ukrainian bank using the Random Forest Classifier. The model demonstrated high performance with an Accuracy of 0.9539, an F1-score of 0.9547, and an AUC-ROC of 0.9848, effectively distinguishing between classes.

News Aggregation Application [Python, Django, Celery, Docker, Kubernetes, Google Cloud Platform, Google Trends API, ChatGPT API]

A news aggregation application that collects news from large sites such as segodnya.ua and displays articles matching current trends according to Google Trends. It updates the news stream and trend data every minute, matches the news with trends by cleaning text and calculating sentiment scores using the ChatGPT API. The application includes an API endpoint providing news data sorted by sentiment. Implemented using Docker containers within a Kubernetes cluster on Google Cloud Platform, with Helm charts for news-service, celery.

Car Route Optimization Application [TomTom API, Folium]

An application developed for optimizing car routes based on the coordinates of Epicenter stores, using the TomTom API for route planning and Folium for interactive map visualization.