Michał Żarnecki Portfolio

Self-driving vehicle based on tensorflow CNN and RasberryPi

Posted on 26 January 2023  in Bez kategorii

Responsibilities:
– prepare laboratories for students related to computing vision recognition and training autonomus vehicle using convolutional neural network and tensorflow library
– assemble vehicles using Raspberry Pi 4 Model B, motors and other parts
– configure environment for model training and run model on Raspbian OS
– implement module for object detection

CNN, Machine Learning, OpenCV, Python, tensorflow

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Machine Learning – topic modelling for german companies description

Posted on 24 February 2019  in Bez kategorii

Machine learning model and web service predicting company industry codes based on description.

Responsibilities:

• Implement machine learning model classyfing text into over 100 classes
• German text preprocessing and normalization
• Evaluation and, upgrading model parameters
• Implement web service for real time prediction

Machine Learning

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System to collect networking and finance data about German companies

Posted on 1 July 2017  in Bez kategorii

Pictures from moneyhouse.de

Web application to collect networking and finance data about German companies.

Responsibilities:

• Implementing data mining tools and parsers using deterministic algorithms and deep learning models
• creating fast and efficient search engine
• carrying out integration with external platforms, APIs, web-services
• working with Selenium, automation of acceptance, integration, functional and unit tests, TDD
• conducting data analysis using Python, R
• server environment setup and configuration

Azure, Cassandra, Data mining, data science, DBMS, Docker, Jenkins, Machine Learning, MongoDb, Neo4j, Neural networks, Nginx, NLP, Pandas, regular expression, ScikitLearn, Server administration, text mining, Ubuntu, Yii2

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