Personal blog and portfolio of Teo Parashkevov, Machine Learning Engineer and Senior Python Developer, writing about scalable systems, AI, and software engineering.https://theoparashkevov.github.io/enSun, 05 Nov 2023 00:00:00 GMThttps://theoparashkevov.github.io/blog/devbg-presentation/https://theoparashkevov.github.io/blog/devbg-presentation/My DevBG talk on Python's versatility: its syntax and features such as context managers and decorators, object-oriented programming, and its role in machine learning.Tue, 19 Sep 2023 00:00:00 GMTpythonaitheo.parashkevov@gmail.com (Teo Parashkevov)https://theoparashkevov.github.io/blog/confindustria-presentation/https://theoparashkevov.github.io/blog/confindustria-presentation/Notes from the Enterprise AI Application panel at the Confindustria Bulgaria conference, where I discussed how AI and machine learning drive innovation in manufacturing and integrate with MRP/ERP systems like SAP.Wed, 05 Apr 2023 00:00:00 GMTpythonaitheo.parashkevov@gmail.com (Teo Parashkevov)https://theoparashkevov.github.io/blog/facebook-prophet/https://theoparashkevov.github.io/blog/facebook-prophet/A review of "Forecasting at Scale" by Sean J. Taylor and Benjamin Letham of Facebook, covering the Prophet model's trend, seasonality and holiday components, analyst-in-the-loop modeling, and automatic forecast evaluation.Mon, 14 Mar 2022 00:00:00 GMTaitheo.parashkevov@gmail.com (Teo Parashkevov)https://theoparashkevov.github.io/blog/python-stack/https://theoparashkevov.github.io/blog/python-stack/An introduction to the stack data structure in Python, covering sequential and linked implementations, a push/pop speed comparison, and two applications, an infix-to-postfix expression converter and a maze solver.Fri, 05 Nov 2021 00:00:00 GMTpythontheo.parashkevov@gmail.com (Teo Parashkevov)https://theoparashkevov.github.io/blog/distributed-hash-tables/https://theoparashkevov.github.io/blog/distributed-hash-tables/An explanation of the concepts and properties of distributed hash tables (DHTs), their advantages and disadvantages, and a step-by-step example of building, changing and querying a simple DHT.Fri, 27 Apr 2018 00:00:00 GMTtheo.parashkevov@gmail.com (Teo Parashkevov)https://theoparashkevov.github.io/blog/python-linear-list/https://theoparashkevov.github.io/blog/python-linear-list/An introduction to linear lists in Python, comparing sequential lists (arrays) with linked lists, deriving the average cost of insert and delete operations, and implementing linked list insertion, deletion and polynomial addition.Wed, 18 Apr 2018 00:00:00 GMTpythontheo.parashkevov@gmail.com (Teo Parashkevov)https://theoparashkevov.github.io/blog/resource-management-system-in-c/https://theoparashkevov.github.io/blog/resource-management-system-in-c/A guide to creating a system resource information messaging system using the Telegram Bot API in C/C++, with child processes watching resource files and a systemd service managing the bot.Sat, 09 Sep 2017 00:00:00 GMTC/C++theo.parashkevov@gmail.com (Teo Parashkevov)https://theoparashkevov.github.io/blog/ssh-login-no-password/https://theoparashkevov.github.io/blog/ssh-login-no-password/A step-by-step tutorial for automating the login process to a remote machine using SSH keys instead of a password.Fri, 10 Mar 2017 00:00:00 GMTlinuxtheo.parashkevov@gmail.com (Teo Parashkevov)