███████╗ ██████╗ ███████╗████████╗██╗    ██╗ █████╗ ██████╗ ███████╗    ██████╗ ███████╗██╗   ██╗███████╗██╗      ██████╗ ██████╗ ███████╗██████╗
██╔════╝██╔═══██╗██╔════╝╚══██╔══╝██║    ██║██╔══██╗██╔══██╗██╔════╝    ██╔══██╗██╔════╝██║   ██║██╔════╝██║     ██╔═══██╗██╔══██╗██╔════╝██╔══██╗
███████╗██║   ██║█████╗     ██║   ██║ █╗ ██║███████║██████╔╝█████╗      ██║  ██║█████╗  ██║   ██║█████╗  ██║     ██║   ██║██████╔╝█████╗  ██████╔╝
╚════██║██║   ██║██╔══╝     ██║   ██║███╗██║██╔══██║██╔══██╗██╔══╝      ██║  ██║██╔══╝  ╚██╗ ██╔╝██╔══╝  ██║     ██║   ██║██╔═══╝ ██╔══╝  ██╔══██╗
███████║╚██████╔╝██║        ██║   ╚███╔███╔╝██║  ██║██║  ██║███████╗    ██████╔╝███████╗ ╚████╔╝ ███████╗███████╗╚██████╔╝██║     ███████╗██║  ██║
╚══════╝ ╚═════╝ ╚═╝        ╚═╝    ╚══╝╚══╝ ╚═╝  ╚═╝╚═╝  ╚═╝╚══════╝    ╚═════╝ ╚══════╝  ╚═══╝  ╚══════╝╚══════╝ ╚═════╝ ╚═╝     ╚══════╝╚═╝  ╚═╝
          
███████╗ ██████╗ ███████╗████████╗██╗    ██╗ █████╗ ██████╗ ███████╗
██╔════╝██╔═══██╗██╔════╝╚══██╔══╝██║    ██║██╔══██╗██╔══██╗██╔════╝
███████╗██║   ██║█████╗     ██║   ██║ █╗ ██║███████║██████╔╝█████╗
╚════██║██║   ██║██╔══╝     ██║   ██║███╗██║██╔══██║██╔══██╗██╔══╝
███████║╚██████╔╝██║        ██║   ╚███╔███╔╝██║  ██║██║  ██║███████╗
╚══════╝ ╚═════╝ ╚═╝        ╚═╝    ╚══╝╚══╝ ╚═╝  ╚═╝╚═╝  ╚═╝╚══════╝
          
██████╗ ███████╗██╗   ██╗███████╗██╗      ██████╗ ██████╗ ███████╗██████╗
██╔══██╗██╔════╝██║   ██║██╔════╝██║     ██╔═══██╗██╔══██╗██╔════╝██╔══██╗
██║  ██║█████╗  ██║   ██║█████╗  ██║     ██║   ██║██████╔╝█████╗  ██████╔╝
██║  ██║██╔══╝  ╚██╗ ██╔╝██╔══╝  ██║     ██║   ██║██╔═══╝ ██╔══╝  ██╔══██╗
██████╔╝███████╗ ╚████╔╝ ███████╗███████╗╚██████╔╝██║     ███████╗██║  ██║
╚═════╝ ╚══════╝  ╚═══╝  ╚══════╝╚══════╝ ╚═════╝ ╚═╝     ╚══════╝╚═╝  ╚═╝
          
  • Hi there, I'm kenneth
  • I'm a software developer who is passionate about creating web applications that solve real-world problems.
  • My journey began with learning to code during my senior year of high school, which has grown into a deep enthusiasm for software development.
  • I'm committed to writing clean, well-documented code and continuously learning new technologies.
  • Currently I'm expanding my skills by learning about devops, cloud infrastructure, and software architecture.
⠀⠀⠀⠀⠰⠆⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠄⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠂⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠂⠀⠈⡄⠀⠀⠀⡔⠂⠀⠈⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣀⡀⠀⠀⠀⠀⠂⠀⠀⠐⠈⠀⠀⠄⠀⠀⠠⠴⠤⣴⣆⠴⣶⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠠⠐⠀⠀⠀⠀⠀⠀⢑⠖⢀⡀⠀⠀⠀⠀⠀⠉⠑⠋⠁⠲⢶⣶⠂⠰⠄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠠⠦⣀⢀⣁⣀⣤⡴⡿⣋⡴⣄⡠⠰⠖⡤⣄⣠⢀⡀⠀⡀⣠⣀⣀⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡀⠀⡤⠄⠀⠀⠀⢀⠀⡀⠀⠀⠀⠈⠁⠀⠀⣀⣘⢀⣶⣶⢿⣛⠛⠋⠋⣉⠒⣂⠔⣭⢥⡙⠒⠀⡝⡷⢊⢋⠀⠌⡰⠓⣺⣻⡅⠀⡘⠉⠀⠄⠀⠀⠀⠄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠠⠀⠀⠀⠦⠌⠃⠀⠀⣄⠀⠀⠘⣟⠀⡂⠀⠈⣠⡤⡶⠛⢫⠜⢋⠀⠂⠦⠑⢀⢠⢨⠖⣠⣩⠦⡹⢴⢚⣂⡄⢉⠩⠐⠀⠐⠠⢁⠀⠀⠀⠀⠠⠜⠀⠀⣀⣰⠤⣐⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠉⠀⠀⠀⢀⡀⠁⣰⡀⠉⢿⠆⢀⣀⡠⣿⠝⣲⢛⠴⡲⣿⣷⣽⣼⡴⢦⣦⣤⣶⡴⣭⢏⡭⣐⢬⠰⢣⠬⣍⢣⠽⣙⣈⠀⠀⠄⠀⠀⢠⠀⠤⠁⠀⠀⡀⠀⠈⠘⠠⠀⢀⡀⠠⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠐⠦⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠀⢀⣂⡨⠅⡤⡘⠄⠋⢐⠈⡐⣿⣿⣆⢠⠣⠌⣹⠶⢧⣻⢿⣿⠿⠬⡽⣿⣟⢿⣿⣯⣞⣶⣜⣀⡑⡫⢶⠌⠣⠎⠱⡌⢆⢃⠆⠁⠠⢃⡈⠠⢀⠈⠒⠠⠄⠒⠀⠀⠀⠀⠀⠀⠉⠒⠉⠐⢍⠤⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣶⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠂⠀⠀⠀⠀⠀⠀⠀⠠⠀⠀⠈⠁⠀⠀⢘⡘⠖⢾⣤⣼⡳⠈⠁⠀⢘⠻⢿⣷⠋⡐⠃⠀⣨⣅⢌⡓⣦⣩⢍⣶⣬⣽⣴⣿⣿⠿⢯⢷⢂⣁⡉⠐⠢⣒⣄⠘⠔⠪⢌⡘⠐⢢⠀⠄⢃⠢⠘⡀⠂⠄⠂⠄⠀⠀⠠⠀⠀⠀⠀⠀⠈⠀⠂⠁⠐⠂⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠉⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣄⡀⠀⠀⠀⡄⢐⡐⢆⣔⡻⢿⣫⣌⠈⡁⠡⣹⣷⢨⡀⣶⣄⠀⣿⠿⡐⣷⣷⣿⣿⣿⡿⢛⣩⣶⣶⣿⣿⣿⣷⣶⣾⣽⣓⡢⠌⠁⠈⡀⢄⠈⢁⠂⠅⡊⠄⡁⠆⢡⢉⠠⠡⠌⡀⠒⡀⡀⠀⢀⠠⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⠑⠂⠄⠀⢀⣐⠾⠇⣙⣦⠹⣿⣿⠇⡀⣴⣿⢻⠁⢥⠀⢛⣚⠀⣧⡙⣽⣿⣿⣟⡟⣼⣿⣿⣿⡿⣹⣿⣿⣿⣽⣿⣻⣿⣿⣶⣆⡠⠀⠉⠓⣤⡔⠄⡀⠐⠀⠀⠂⠤⢁⠂⡐⢀⠂⠄⠀⠀⠀⠈⠈⠛⠰⠤⠀⠀⠀⠐⠀⠀⣡⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠠⠀⠘⠌⢨⢴⣮⡛⣧⣍⠖⣽⣾⣿⣷⢉⡣⢈⡈⢘⠻⣠⠁⣧⢻⣿⣿⣻⣃⣿⣿⣿⣰⣿⡿⢟⣛⣛⣻⠻⣿⣿⣿⣽⣿⣿⣟⣦⣐⠶⢴⣻⡴⠆⡀⠧⢉⠆⠠⠁⠄⢂⠐⠈⠠⠀⠀⠂⠀⠠⠀⠀⠀⠀⠀⠀⠀⠀⠀⠉⠉⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠠⠁⡀⠣⠱⣙⣌⢿⡆⣙⠾⣶⡽⣷⡹⡆⡨⣌⠳⣽⣟⢬⡂⢻⣿⣿⣘⣿⣿⣧⣾⣿⣰⣿⣿⣿⣿⣿⣷⣶⣮⡻⣿⣿⣿⣿⣿⣶⣦⣬⢶⡌⣅⣐⠃⢂⠤⢁⠌⠠⠈⠀⠐⠀⡁⠄⠉⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⠐⠀⢀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⡄⡀⠀⠀⠀⢠⡀⠀⠀⠀⠀⠀⠀⠀⢀⠀⠀⠀⠀⠀⠣⠩⣭⣎⡻⣿⣾⣄⢽⣿⣷⣁⠀⡨⣝⠞⣿⡟⢻⣿⣿⣿⣿⡘⣿⣿⣿⢱⣿⣿⣿⣿⣭⣽⣻⢿⣿⣿⣶⣉⢻⣿⣛⢿⣿⣿⣷⣦⣬⡉⢙⠲⡀⠁⠠⠀⠀⠀⠀⠀⠄⠀⠂⢀⠠⠀⠀⠀⠁⠀⠠⠄⡀⠀⠄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠁⠀⠀⠀⠀⠁⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠀⠀⠈⠳⠤⢽⣻⣮⢿⣻⢦⡑⢾⣿⣦⠙⠲⣶⣽⣿⣏⣿⣿⣾⣿⣿⡘⣿⣿⣜⣿⣿⠛⠛⠛⠛⠿⣷⣟⢻⣿⣿⣿⣾⣝⣻⣿⣻⣿⣿⣿⣟⢦⣉⠘⠝⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⡄⠀⠀⠀⠀⠀⠀⢀⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⡀⠀⠀⠀⠀⠀⠀⢀⠀⠀⠂⡈⠀⠀⠓⠒⠒⢿⣯⠭⡳⠍⠀⠘⢻⣗⡂⠛⢿⣿⣿⡿⣿⣿⠾⣿⣿⣶⡙⣿⣿⡟⠀⠀⠀⠀⠀⠀⠈⠹⣿⣿⣿⣿⣿⣿⣷⣶⡹⢿⣿⣿⣷⣜⠷⣀⠙⢷⡄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡀⠀⠀⡀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠰⠀⢉⠈⡾⣀⣈⠹⢷⣆⠈⠀⢿⣿⣿⡀⠀⡉⢏⣿⣎⢿⣿⣶⣛⣿⣿⣶⣬⣝⡢⠀⠀⠀⠀⠀⠀⠀⠸⣿⣷⣦⣙⢿⣿⣟⣿⣿⣽⢻⣿⣿⣷⠉⣷⡀⠆⡆⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠁⠒⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠠⠀⠂⠨⠙⠶⡩⣕⠦⢄⠰⣎⠀⠀⡉⠛⢿⣷⡄⢴⣌⣻⣷⣝⠿⣿⣶⣽⢻⣿⣿⣿⣷⣦⣄⣀⠀⠀⠀⣸⣿⣿⣿⣿⡜⢿⣿⣿⣿⣿⡹⣿⣿⣿⣷⡄⠐⣄⠙⠆⣢⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠠⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠴⠀⠀⠀⠀⠀⠂⠁⠀⠂⢀⠀⠄⠘⠲⢷⣇⠓⠠⢂⠻⡔⠦⠀⠙⢿⣷⣠⣙⠿⣿⣿⣿⣛⢿⢿⣿⣿⣾⣿⣾⣿⣿⣿⠿⣿⣿⣿⣿⣿⣿⣷⢹⣿⣿⣿⣿⣖⣿⣿⣻⣿⣧⠛⠤⠡⡈⠻⣿⣷⠀⠀⠀⠀⠀⠀⠀⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡀⡀⠀⠂⠀⡀⠀⠀⠀⠀⠀⠀⠂⠄⠠⠀⠹⡟⢞⢮⡀⢁⡀⢛⡰⢌⠋⠽⣿⣷⣝⣿⣿⣿⣿⣷⣶⣭⣙⣛⣛⣛⣫⣶⣾⣿⣿⣿⡇⣿⣿⣽⣷⢹⣿⡿⣿⡟⢻⣿⣿⣿⣿⠟⣨⠇⠁⠀⠈⢹⣷⣀⠀⠀⠀⠀⠀⠄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⢨⣁⠀⡀⠀⠁⠀⠀⠀⠀⠁⡀⠘⠂⠄⠽⠢⣒⣣⢉⢎⡂⠑⣀⡐⢿⠳⣾⣭⣛⣿⠿⣿⣿⣿⣿⣿⣿⣿⡿⢛⣛⣭⣾⣿⣿⣻⣿⢺⣿⡧⣿⣿⡾⣿⣾⣿⣿⣧⡹⡅⢓⠀⡀⠈⠿⢿⣆⡀⠀⠀⠤⢠⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠂⠀⠀⠀⠀⠀⠀⠀⠀⠀⠤⠀⡉⠂⣀⠀⠠⠀⠠⠀⠀⠀⠀⠀⠈⠠⡁⠔⢚⠩⠂⢀⠆⡁⠦⡙⠆⢢⣙⠷⣿⣿⣿⣶⣝⡻⢿⣷⣿⣾⣿⣿⣿⣿⣿⣿⣿⣿⡿⣸⣿⡧⣿⣿⣧⣿⣿⣼⣿⣝⣅⡈⠦⠁⠀⠐⠩⣌⣿⣷⠀⠀⠄⠁⡈⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠉⠃⠠⡄⢀⠀⠀⠀⠀⠀⠡⡐⠂⠈⠐⡈⠄⠂⡉⢖⡩⢓⡢⡑⢦⠈⠹⣿⣿⣛⣿⣷⣴⣬⣭⣭⣙⣛⣛⣛⣛⣹⣭⣴⣾⣿⢏⣾⣿⣿⣽⣿⣿⣿⡆⢍⢧⠳⣈⠐⠀⠀⠘⣿⡻⢵⡐⡤⠒⠀⠂⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⠀⠀⠀⠀⠙⠈⠀⠄⠀⠀⡀⠐⠀⠄⠀⠁⠀⠐⠂⠬⢐⡓⣂⣃⠐⢢⠄⣢⢉⠒⠾⠿⢽⣭⣭⣿⣿⣿⣿⣿⣿⢿⣿⣟⣻⢟⣛⣼⣿⣿⣿⢿⣿⣿⡋⠝⡘⡇⠀⠹⠀⣐⢂⠀⠸⣯⠐⡟⢔⢦⡀⠀⠀⠀⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠁⣐⢢⡒⠀⠀⡀⠉⢐⡂⠀⡄⠈⠀⠀⠀⠀⠀⡁⡈⢀⠡⠀⠦⠍⢦⢚⡴⢏⢶⡲⠦⣉⡉⠩⠯⣝⣭⡮⠕⠻⡿⠿⠿⣿⣿⣿⣿⡻⢛⣵⡿⠍⢊⡼⠓⠁⠡⠀⠐⢠⠀⠈⠀⢴⣟⡳⠈⠀⠘⢺⣃⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠄⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠈⠀⠀⠈⢚⠰⠄⠀⢀⠀⠀⠀⠀⠀⠐⠀⡈⠀⠈⡉⢊⡉⢏⡝⣂⡥⡍⡝⡺⡊⢈⣣⠾⣫⡘⢳⣌⣁⣬⡌⡩⠤⠐⣈⠬⢕⡾⠁⠀⠀⠃⠀⠈⠍⠐⡒⠀⠀⢹⣶⡅⢿⢢⠢⠠⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⠐⢶⠖⡂⡉⠤⣴⡏⠀⠀⡀⠀⠀⠀⡀⠀⠀⠈⡉⣓⡻⣷⢿⣬⣡⡶⡴⣒⣘⠒⢶⣾⣿⠌⠛⣩⣅⢁⡐⡛⠉⠞⠁⠀⢀⡀⡴⠄⠀⠈⠀⠒⢄⡙⢽⣿⣿⡣⣤⡔⢆⡀⠀⡠⠀⠀⠀⡈⠀⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠐⠩⠉⠐⢫⡐⠿⣶⢓⣨⣄⢀⠡⡄⣂⠠⠠⡠⢹⠦⣒⢆⡶⣢⠍⡻⠓⡊⡠⠀⡡⠹⣄⠀⡀⢀⡄⠀⠂⠀⠂⠠⢀⡠⠐⠃⡠⢒⠀⠪⣜⣻⡟⠿⣿⡇⠑⡎⠐⠈⢁⠀⠀⠀⠀⠀⢐⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠁⠀⠈⠐⠙⣩⢏⣭⣶⢿⣦⡳⣔⣾⢏⣀⢚⡋⢀⠴⠖⣂⣅⢄⠎⣀⡠⣌⢉⠠⡤⣤⢀⢂⣄⢧⠐⢊⡁⡠⣤⣄⠂⠉⣀⣶⡇⢐⠬⡙⠂⠀⡐⡁⠀⠂⠀⠀⠀⠀⠀⠈⠀⠀⠀⠀⠀⠀⠀⠁⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠘⠃⠉⠠⠁⠻⠣⢙⡃⢾⢿⣿⣿⣿⣿⡿⠟⠋⠩⠄⢤⠂⠩⠘⠓⠈⠐⠁⠘⢏⠁⠀⠀⢠⠐⠦⣩⠴⠁⢾⠏⠌⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠀⠀⠀⠀⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠁⠀⠀⠈⠙⠀⠄⠀⠀⠀⠀⠄⠒⠫⠙⠃⠤⠠⠄⠁⠠⠁⠀⠀⠜⠈⠀⠈⠈⠻⠉⠀⠀⠘⠀⠠⠀⠀⠠⠈⠈⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠠⠆⠀⠀⠀⠀⠀⡀⠀⠀⠀⠀⠀⠀⠀⠲⠀⠂⠀⠁⠀⠀⠀⠀⠀⠀⠀⠐⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠃⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⡠⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠠⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀
          
project info
c77b2e | author: kenneth | date: 2024-06-01

Hybrid DBSCAN OCSVM Machine Learning Anomaly Detection Model

project details

Data visualizations of scraped software developer jobs providing insights to the software developer job market in the Philippines.

project meta

Technologies Used

  • typescript
  • react
  • ASP.NET
  • python
  • selenium
  • sqlite
  • docker
████████╗███████╗ ██████╗██╗  ██╗███╗   ██╗██╗ ██████╗ █████╗ ██╗         ███████╗██╗  ██╗██╗██╗     ██╗     ███████╗
╚══██╔══╝██╔════╝██╔════╝██║  ██║████╗  ██║██║██╔════╝██╔══██╗██║         ██╔════╝██║ ██╔╝██║██║     ██║     ██╔════╝
   ██║   █████╗  ██║     ███████║██╔██╗ ██║██║██║     ███████║██║         ███████╗█████╔╝ ██║██║     ██║     ███████╗
   ██║   ██╔══╝  ██║     ██╔══██║██║╚██╗██║██║██║     ██╔══██║██║         ╚════██║██╔═██╗ ██║██║     ██║     ╚════██║
   ██║   ███████╗╚██████╗██║  ██║██║ ╚████║██║╚██████╗██║  ██║███████╗    ███████║██║  ██╗██║███████╗███████╗███████║
   ╚═╝   ╚══════╝ ╚═════╝╚═╝  ╚═╝╚═╝  ╚═══╝╚═╝ ╚═════╝╚═╝  ╚═╝╚══════╝    ╚══════╝╚═╝  ╚═╝╚═╝╚══════╝╚══════╝╚══════╝
          
1 - Languages
    2 - Frameworks
      3 - Databases
        4 - Tools & Others
          Skill Details
           ██████╗ ██████╗ ███╗   ██╗████████╗ █████╗  ██████╗████████╗
          ██╔════╝██╔═══██╗████╗  ██║╚══██╔══╝██╔══██╗██╔════╝╚══██╔══╝
          ██║     ██║   ██║██╔██╗ ██║   ██║   ███████║██║        ██║
          ██║     ██║   ██║██║╚██╗██║   ██║   ██╔══██║██║        ██║
          ╚██████╗╚██████╔╝██║ ╚████║   ██║   ██║  ██║╚██████╗   ██║
           ╚═════╝ ╚═════╝ ╚═╝  ╚═══╝   ╚═╝   ╚═╝  ╚═╝ ╚═════╝   ╚═╝
                    

          Always interested in learning about new challenges

          PLATFORM HANDLE / ADDRESS ACTION
          Email joshuabecaro@gmail.com open
          Linkedin linkedin.com/in/kjbdev/ open
          GitHub github.com/kenBinary open
          HackerRank hackerrank.com/profile/kjdbDEV open
          work.experience

          18:49:32

          TUE 2026-02-17

          • a3f12c

            feat: Software Developer

            1yr

            may - present, 2025-26

          • e91b0d

            feat: Full Stack Developer

            4mos

            contract (feb - may, 2025)

          • 5cc7f1

            feat: Bubble Developer

            2mos

            intern (jul - aug, 2024)

          • 2bd930

            init: graduated

            4yr

            BS Computer Science