Matej Micek

Associate

2022 - Current

Analyst

2022 - 2022

Tech Intern

2021 - 2021

Freelance Developer

2021

Currently working on building a credit scoring model from scratch. The model focuses on predicting default of high risk clients. The main aim for the model is to be fully automatic and purely statistical. Developed a leads monitoring system by working with AWS lambda. After successful beta deployment and integration into Slack, we are expecting a full launch in June. Proposed a solution to subtitling live conferences (to be launched during Deloitte CzechSetGo conference in July). To do so, I utilised GCP and Azure cognitive services. Developed an automated web scraping for the Czech Academy of Sciences. The solution is now used to automatically collect data from non-API sources.

Investment Analyst

2020 - 2021

Responsible for finding and evaluating SaaS companies and digital marketplaces.

Python Developer

2019 - 2020

Led a project that aims at developing a faster alternative to standard data serialization libraries in Python. Benchmarks showed results with 20 to 30 fold speedups compared to standard libraries and 2 fold speedups compared to the fastest third-party library (FastAvro). Worked on marked data processing by building a data storage app that implemented multiple data trees at once. After deployment, the application was classified as High Availability. Proposed a performance test for current data processing systems by engineering a real marked data simulator which is now used for benchmark testing of all systems within the company.

Startup & Innovation Intern Analyst

2018 - 2019

Executed the successful development of a model that analyzed thousands of song lyrics to uncover compelling insights. As a result, I was trusted to present my findings in front of an audience at the Czech Republic's largest music festival. Worked with the Advanced Analytics team to create a pricing strategy for an e-commerce client by building a pricing model.

Software Engineering Trainee

2016 - 2018

Took part in the Tieto Trainee program. The program was centered around development of a chatbot in C#. Mastered the basics of Natural Language Processing, Named Entity Recognition and Neural Networks.

Barista

2015 - 2018

Guide

2016 - 2016

Juice Master

2013 - 2015