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Python

Machine Learning and Web:
Lana AI Assistant

Lana - AI Assistant Chat based on NLP model (Python, Transformers, Torch). Deployed on AWS (Lambda, ECR). Can be deployed on VPS (LEMP/LAMP, FastAPI/Flask).

Grocery shopping planner - Django (Rest Framework, CRUD)

Django (Rest Framework) REST API CRUD. PostgreSQL, JWT Token, Swagger, Docker, Unit Tests, Ruff, GitHub Actions, Front-end (React).

Revenue Forecasting - WordPress WooCOmmerce plugin

Revenue Forecasting - forecasts WooCommerce orders revenue (Python, scikit learn). Deployed on AWS (Lambda, ECR, S3). Can be deployed on VPS (LEMP/LAMP, FastAPI/Flask).

Master's thesis

Voice Biometrics - Master's thesis

Github project

Voice authentication in Python (scikit-learn) - 50 persons dataset: 96% of correctly admitted persons, 0 erroneously admitted.

Python-application for finding the optimal parameters of the Voice Authentication System

comparation of machine learning classifiers

Machine learning (python) and voice biometrics (scientific publication)

prediction of the startups’ success on kickstarter platform

Machine learning (python) and prediction the success of startups (scientific publication)

resource planing

Voice identification (c#) (scientific publication)

Technologies:
c#

Python

css ico

Transformers

js ico

Scikit learn