philipp-kurz Goto Github PK

advent_of_code

Submissions to AOC - currently working on 2022 to practice Rust!

cs188_p1_search

Implemented different graph search algorithms to help Pacman find paths through his maze world. Project 1 for CS188 - "Introduction to Artificial Intelligence" at UC Berkeley during Spring 2020.

cs188_p2_multi-agent_search

Implemented intelligent Pacman agents (Minimax with Alpha-Beta-Pruning, Expectimax, evaluation functions) that play against adversaries. Project 2 for CS188 - "Introduction to Artificial Intelligence" at UC Berkeley during Spring 2020.

cs188_p3_reinforcement_learning

Implemented value iteration and Q-learning algorithms. Project 3 for CS188 - "Introduction to Artificial Intelligence" at UC Berkeley during Spring 2020.

cs188_p4_ghostbusters

Implemented Pacman agents that "bust ghosts"using Hidden Markov Models and Particle Filtering. Project 4 for CS188 - "Introduction to Artificial Intelligence" at UC Berkeley during Spring 2020.

cs188_p5_machine_learning

Implemented different neural network models (supervised learning) for different classification tasks. Project 5 for CS188 - "Introduction to Artificial Intelligence" at UC Berkeley during Spring 2020.

cs61b_p0_signpost

The game Signpost in Java. Project 0 for CS61B - "Data Structures" at UC Berkeley during Fall 2019.

cs61b_p1_enigma

The enigma encryption device from World War II in Java. Project 1 for CS61B - "Data Structures" at UC Berkeley during Fall 2019.

cs61b_p2_tablut

The game Tablut in Java. Project 2 for CS61B - "Data Structures" at UC Berkeley during Fall 2019.

dynamic-programming-patterns

gitlet

Implemented my own VCS that mimics certain functionalities of the popular VCS, Git. Done from scratch without starter code. Project 3 for CS61B - "Data Structures" at UC Berkeley during Fall 2019.

internet-of-laundry

Internet of Laundry is a smart plug project for communal laundry machines. It detects machines' electric current and updates a website with live machine status, solving a common problem of students.

machine-monitoring

An industrial IoT machine monitoring system for Wire EDM machines. Uses a Wago PLC, MQTT data transmission and a LAMP stack backend. Built for my parents' company.

metin2-bot

Python bot that automatically detects and defeats snowmen in the Metin2 Online RPG using OpenCV, HSV filtering, state machines, multi-threaded architecture, Tesseract OCR and the Telegram API.

n-gram_nlp_model

N-gram language model to generate new text when trained with corpora of text. Written as part of HW4 for class CS188 - "Introduction to Artificial Intelligence" at UC Berkeley during the Spring 2020 semester.

np_complete_approximation

Approximation algorithms to find a close to optional solution for 1000 inputs to an NP Complete problem. Final project for CS170 - "Efficient Algorithms and Intractable Problems" at UC Berkeley during the Spring 2020 semester.

one_line_editor

A command line editor for one line of text. Created as final project from scratch for class "Intro to Programming using C" at Esslingen University during Fall 2017 semester.

poolflow-skarfify-data_engineering

Data model and Apache Spark ETL pipeline for data engineering needs of the imaginary airport retail company PoolFlow&Sparkify - Capstone project for the Udacity Data Engineering Nanodegree (DEND)

sparkify_postgres_data_modeling

PostgreSQL database model and ETL pipeline for the imaginary music streaming startup Sparkify

taxi_fleet_management

A command line program that simulates a taxi fleet management. Created as final project from scratch for "Object-Oriented Software Engineering" at Esslingen University during Spring semester 2018.