⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣀⣴⡖⠿⣦ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢠⣞⡻⠉⢀⠀⠈⠳⡀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠸⡏⠀⡂⣸⣦⠀⠀⠘⢦⡀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣿⠀⢻⠉⠻⠐⣭⡀⠀⠙⢄ ⠀⠀⠀⠀⠀⠀⠀⠀⢀⡀⠀⠀⠀⠀⠀⠀⢡⠤⠜⠂⠀⠀⠈⠘⠀⠀⠀⠱⣄ ⠀⠀⠀⠀⠀⠀⣠⠞⠁⠙⢦⣀⠀⠀⠀⠀⢸⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠣⡀⠀⠀⠀⠀⠀⠀⠀⣀⠤⠤⡀ ⠀⠀⠀⠀⠀⠀⢸⡀⠀⠀⠀⠉⠳⣄⠀⠀⣹⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣀⣠⣼⣶⣶⢒⣛⡻⢥⡤⣀⠀⢮⡗⣆ ⠀⢰⣶⣿⣿⣿⣾⣧⣤⣬⣤⣀⣙⣿⣤⣽⡆⠂⠂⡀⠀⠀⠀⠀⣀⠀⠠⠐⠂⠈⡋⣟⣿⣇⣠⡀⡼⣏⣉⡉⠱⣿⣿⣶⣶⠒⠒⠒⠒⠒⠒⠒⠒⠢⠤⢄⡀ ⠀⠀⠀⠀⠉⠉⢛⣿⢿⣿⣿⣿⣿⣿⣿⡿⠁⠀⠀⠀⠀⠀⠀⠄⠀⠀⠀⠀⠂⠂⠀⠉⣟⣿⣿⣿⣿⣿⣿⣿⣿⣿⣷⣶⣿⣷⣶⣶⣶⣶⣶⣶⣾⣿⠿⠛⠁ ⠀⠀⠀⠀⠀⠀⠈⠛⢻⣿⣿⣿⣿⡏⢁⣀⣀⣠⣤⣤⡤⠀⢀⠀⠀⢀⡀⣀⣠⣤⣿⣶⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⡿⠿⠿⢿⠟⠛⠋⠉⠉ ⠀⠀⠀⠀⠀⠀⠀⠀⢻⣿⣿⣿⣿⣿⡿⠿⠛⠛⠉⠀⠀⠒⢾⠤⠤⠤⠀⠚⠛⠉⢩⠙⠛⠛⠟⠿⣿⡿⢿⡿⣿⠉ ⠀⠀⠀⠀⠀⠀⠀⠀⣀⣿⣿⠟⢻⠁⠀⠀⢀⣀⣀⣀⣀⠤⠀⠀⠀⠀⠀⢀⣤⡤⠼⣴⣤⣤⣤⣤⣿⡿⠿⠛⠛ ⠠⢶⣶⣶⣿⣦⣤⣠⣿⣿⣶⣾⣿⣶⣿⣿⠿⠿⠛⠁⠀⠀⠀⠀⠤⠤⠶⠿⢿⣿⣿⣿⣿⣿⣿⣿⠁ ⠀⠀⠀⠉⠛⠿⣿⣿⣿⣿⣿⣿⣿⣿⣤⣄⣀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣠⣾⠿⠿⠿⠿⠙⠋⠁ ⠀⠀⠀⠀⠀⠀⣿⠟⢿⣿⣿⣿⣿⡿⢻⡇⠀⠀⠀⠀⠀⠀⠀⠀⠀⣠⣾⠟⠁ ⠀⠀⠀⠀⠀⣸⡇⠀⣿⣿⣿⣿⠟⠀⢸⠋⠀⠀⠀⠀⠠⣤⣀⣄⣴⡿⠋ ⠀⠀⠀⠀⢀⡟⠀⢠⣿⣿⡟⠁⠀⠀⡸⠁⠀⠠⠀⠀⠁⠀⢉⣿⠟ ⠀⠀⠀⠀⣾⠀⠀⣼⡟⠁⠀⠀⠀⢠⡇⢀⢄⡞⠀⠀⡳⣴⡿⠁ ⠀⠀⠀⠀⠈⠙⠚⠋⠀⠀⠀⠀⢀⣾⠇⠡⠈⠀⠀⢀⣾⠋ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢸⠿⡆⠀⠀⢀⣴⠏⠁ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠙⣿⣷⣶⣾⡇
⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠀⢀⣀⣠⢴⡄ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣀⣤⠖⢺⣽⡃⢰⣿ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣀⣤⠖⠚⢉⣿⢷⠀⢸⣿⠃⢸⡿ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡼⡏⠀⠀⠀⠀⠈⠐⠀⣼⣿⡀⣿⡇ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣸⣹⠁⠀⠀⠀⠀⠀⠀⠀⣿⡿⠃⣿⠃ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢰⢣⡇⠀⠀⠀⠀⠀⠀⠀⢸⣿⡇⢸⣿ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠃⠀⠀⣞⡼⠀⠀⠀⠀⠀⠀⠀⠀⢸⣿⡇⢸⡟ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡸⡽⠀⠀⠀⠀⠀⠀⠀⠀⠀⣸⣿⠉⣾⡇⠉ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢠⢳⠃⠀⠀⠀⠀⠀⠀⠀⠀⠀⣿⣿⠀⣿⠃ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣎⡏⠀⠀⠀⠀⠀⠀⠀⠀⠀⢸⣿⣿⢰⣿ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡼⡼⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣸⣿⡟⣼⡟⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣀⣠ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢰⢻⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣽⣯⣿⢸⡏⠓⠢⢤⣀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣀⣤⣔⣾⢟⡿⠋ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣠⡤⢦⣄⣀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢠⢧⠏⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣿⣿⣇⣾⠋⠓⠢⢤⣀⠉⠒⠤⣄⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣀⣠⡴⢚⡿⠏⣠⡿⣥⡟⠁ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣀⡤⠖⠊⠉⠠⠀⡀⠀⠈⠉⠒⠲⣤⣀⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⡞⡾⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢠⣾⣿⣻⢸⣿⠀⠀⠀⠀⠈⠉⠒⠦⢄⣈⠑⠒⠤⣄⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢠⣴⡿⠗⢒⣉⡽⢁⣼⢏⣱⠏ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠰⠀⠀⠀⠀⣀⣴⡮⠟⠃⠀⠀⠀⠀⠀⠀⠈⠀⢤⠴⠒⠋⠁⠀⠈⠉⠒⠢⠤⣀⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡼⣸⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⣹⣿⣼⣹⣿⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠙⠒⠤⣄⡈⠙⠒⠤⣄⡀⠀⠀⠀⢀⣴⣿⡿⠒⠛⠁⣸⣠⣾⣯⡾⠁ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣀⣤⣖⡋⠁⠂⠂⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠓⠦⣤⣀⠀⠀⠀⠀⠀⠈⠙⠲⠤⣀⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢰⣱⡗⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣿⣿⣿⣾⡧⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣩⡙⠲⣤⡠⠟⠃⢄⣴⣿⡿⠋⠀⠀⠦⠒⣷⣿⣵⠟ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣿⠁⣟⡗⢧⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠉⠒⠦⢄⣀⠀⠀⠀⠀⠀⠉⠑⠢⢤⣀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢠⣇⠿⠏⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣠⣿⣿⣿⡿⢟⣿⣷⢤⣀⠀⠀⠀⠀⠀⠀⠀⣠⠶⢋⣠⠖⠋⠁⠀⢀⡠⢻⣻⠟⢀⡴⣾⣇⣀⣾⣟⣿⠁ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢽⡄⠸⣿⠸⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠉⠓⠢⢤⣀⡀⠢⠄⢀⡀⠉⠓⠦⢄⣀⠀⠀⠀⠀⡞⡾⠀⠀⠀⠀⠀⠀⠀⠀⣀⣤⣴⣾⡿⠿⠛⣯⣡⣰⣾⣾⠟⠁⠀⣉⠓⠦⣤⣀⠴⢛⡫⠖⠉⠀⠀⠀⠀⣤⢛⣰⡞⠁⠀⣟⣓⣾⣿⣿⣿⠟ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠸⣇⠀⣯⡆⢧⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠁⠉⠒⠛⡥⣶⣀⢄⡉⠽⠲⢤⣼⡼⠁⠀⣀⣀⣠⣴⠶⣟⡻⠙⠉⠉⢻⣄⣴⣶⣿⣿⡿⡽⠵⠶⠛⠛⠋⠛⠾⣿⣿⣧⣯⣤⣤⣄⠠⠀⣠⠞⣡⡾⢋⣠⡄⠀⠀⢐⣽⣿⡿⠁⠀⠀⠀⠀⠀⠀⠀⢠ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢻⠀⢸⢱⠸⡄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠉⠓⠶⣤⣘⡶⣿⢋⠇⣼⡟⠻⠍⠓⢉⣀⠈⢧⣐⣶⡷⠿⠛⠋⠉⠉⠀⠀⠀⠀⠀⠠⠀⠀⠀⠀⠀⠙⣿⣿⣿⣿⣿⣿⠞⢁⡾⠋⣿⡿⣟⣿⠀⣤⣾⣿⠟⠠⠀⠀⠀⠀⠀⠀⠀⠀⢘ 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⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⢀⣤⣴⣾⣿⡟⠉⠀⠀⠀⠀⠀⠀⠉⠁⠀⠀⠀⠀⠀⠀⠀⠈⠃⣗⣴⣿⡷⠶⠟⠉⠁⠀⠀⠀⢀⣠⠤⠖⠚⠛⣇⠀⠀⠀⢀⣀⣷⠀⣠⣤⣤⣈⠀⢀⠀⠀⠀⠀⠀⣀⣠⡤⠶⠚⠋⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠲⢧⠈⠳⠑⠄⠀⠉⠢⣄ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣀⣠⣴⣽⣿⣿⣤⡀⠀⢳⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣠⠞⢀⣠⠴⠟⠋⠉⠀⠀⠀⢀⣈⠀⠘⢲⡀⠀⠀⠀⠀⠀⠀⠈⠳⣖⣾⣽⣿⣿⣿⡉⠁⠀⠀⠀⠲⣄⣼⠶⠞⠋⠉⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠙⢤⡀⠀⠀⠀⠀⠈⠑⢦⡀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣀⣤⣴⣶⣾⣿⣿⣿⣿⣿⣿⣿⣿⣷⠀⢸⡄⠀⠀⠀⠀⠀⠀⠀⠀⢀⣠⠬⣋⡜⠉⠀⠀⠀⢀⣠⡴⣒⠋⠁⢰⣠⠀⢀⣿⡆⠀⠀⠀⠀⠀⣔⣭⣽⣿⡿⢻⠉⣀⣤⡤⠀⠀⣐⡞⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣀⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠉⠢⣄⠀⠀⠀⠀⠀⠉⠢⣀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣠⣴⣾⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⡆⠈⡇⠀⠀⠀⠀⠀⢠⢔⣫⡥⠖⠋⠁⠀⢀⣠⡴⠚⠉⠀⠁⣿⡄⠀⠀⠘⡇⠀⠀⠀⣁⣤⣤⣶⣿⣿⣿⣿⣇⣦⣿⣿⣿⣋⣤⠶⠛⠉⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠙⣿⠻⣭⣿⣓⢢⡀⠀⠀⠀⠀⠀⠀⠈⠑⢦⡀⠀⠤⡀⠀⠈⠳⣄ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣠⣴⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⡿⠃⠀⣇⠀⣀⣤⣦⠾⠛⠉⠁⠀⠀⣄⠴⠚⠉⠀⠀⠀⠀⠈⠀⠙⣿⡀⣄⣀⣿⣴⡶⠾⠟⠋⢽⣿⣿⣿⣿⣿⣿⡿⠛⠋⠉⠀⠀⠀⠀⠀⠀⠀⢀⣠⡴⠚⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠳⠧⠽⢶⣾⡷⠀⠀⠀⠀⠀⠀⠀⠀⠀⠙⠶⣗⣬⠵⠶⠛⠉⠳⣄ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣾⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⡿⠋⠀⣠⡾⠿⠻⠛⠑⡀⠀⣀⠀⠀⠀⣴⠃⠀⣠⠀⠀⠀⠀⠀⢀⣠⣴⣿⣷⣿⠟⠛⠁⠁⣀⣀⣢⣾⣿⣿⡿⠛⠃⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⡤⠖⠋⣡⣴⡗⠒⠒⣦⣤⣤⣀⣀⣀⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠄⠱⢤⠨⠳⣦⡄ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣴⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⡟⠋⢀⡴⠚⠋⠀⠀⡀⠀⠀⢧⠀⠸⣆⢠⣶⣯⡴⠛⠁⠀⢀⣀⣴⣾⡿⣿⣟⠋⠀⢀⣀⣰⣦⣾⡿⠛⠛⠋⠙⢿⡗⠀⠀⢀⣀⣀⣀⣀⣠⣤⣤⣼⡿⣥⣴⣏⣁⣀⣀⡁⡁⠀⠀⠙⠋⠉⠁⠀⠉⠉⠛⢒⢲⠒⠀⠀⠀⠀⢀⠀⢀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⡀⠀⠀⢀⣠⠴⠖⠋⠉⠁ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣴⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⠟⠁⢀⡴⠋⠀⠀⠀⠀⠀⠐⠀⠀⠈⢷⣤⣿⣿⡿⠋⠀⠀⢐⣦⡿⣿⠉⠈⠁⠈⣿⣦⣾⣿⠿⠛⠋⠁⠀⠀⠀⠀⠀⢰⡟⠋⠉⣉⣩⣤⠶⠞⠛⣟⣉⡴⠶⠛⠋⣉⡥⠴⠛⠉⠉⠉⠉⠉⠒⠒⠒⠲⠤⠤⠤⣀⣀⣀⠀⠀⠀⠀⠈⠉⠒⠀⠀⠀⠀⠐⠤⡄⠀⠀⠀⠀⢀⣀⡀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣴⣞⣽⠶⠊⠁ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢠⣾⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⡿⠋⡉⣠⣶⣩⠁⠀⠀⠀⠀⠀⢀⠀⠀⠀⢰⣿⢹⢸⡿⠀⢀⡤⠖⠋⢻⣙⣦⡶⣶⡿⠿⠛⠟⠉⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠉⠉⠉⠀⢀⠀⠀⢒⡏⣁⡤⠴⠒⠋⠉⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠉⠉⠉⠙⠒⠒⠒⠲⠤⠤⠤⣄⣀⣀⣀⡀⠀⠀⠀⠈⠉⠙⠓⠶⠀⠰⣤⣀⣠⠴⠛⠋⠁ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣠⠶⢻⡿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⠿⠛⠉⣠⠴⣿⣯⡉⣿⣄⣀⣠⠴⢶⢋⣁⡤⢖⣺⣿⡏⢼⢸⡇⠰⡄⢀⠤⠚⠉⠉⠋⠉⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣀⠀⡠⠔⣈⣡⣴⡶⠿⠛⠉⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈⠉⠉⠉⠉⠙⠒⠒⠲⠤⠤⠤⠛⠉ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⢀⣴⣾⣿⣤⣄⡁⠀⠨⠻⠟⠛⠛⠛⠋⠉⠉⠁⠀⣀⣀⣠⠴⠊⠁⢀⣿⣿⡗⠛⣿⠁⠀⠁⢾⡹⠀⠀⢺⣿⣿⡇⠨⢸⡇⠀⠀⠀⠒⠚⠀⠀⠀⠀⠠⣠⠤⢭⠀⠀⠀⠀⠀⠀⢀⡤⠤⠖⠋⠉⣀⡤⠷⠛⠋⠉ ⠀⠀⠀⠀⠀⠀⢀⡤⠚⠛⠻⢾⣿⡓⣬⣿⣀⣀⣀⣤⠤⠤⠆⠒⠚⠚⠋⠉⠉⢀⣀⡤⠴⢚⣿⠛⠻⣷⡀⠁⠀⠀⠒⠋⠀⠀⠀⣻⠿⣿⡅⠀⠀⡇⠀⠀⢀⣀⣀⠤⠔⠒⠉⠉⠀⠀⢘⡆⠀⠀⠀⠀⠀⢀⣀⠤⠖⠚⠉⠁ ⠀⠀⠀⠀⣠⠖⠋⠀⠀⠀⠀⠀⠙⡏⠻⠶⠛⠛⠉⠀⠀⠀⠀⠀⢀⣀⠤⠖⠊⠉⠁⠀⠠⡎⠀⢤⡖⠉⣷⣠⠀⢲⠀⠀⢀⣀⣤⠶⠿⠛⣗⠀⠀⠓⠈⠉⠉⠀⠀⣀⣀⣠⠤⠲⠚⠉⢉⣀⣠⠤⠖⠒⠉⠁ ⠀⠀⡠⠚⠁⠀⠀⠀⠀⠀⠀⠀⠀⢻⠀⠀⠀⠀⠀⣀⣤⠤⢶⠟⠉⠀⠀⠀⠀⠀⠀⠀⣴⣿⣖⣺⡇⢀⣾⣯⠶⠟⠓⠋⠉⠀⠀⠀⠀⠀⢻⡆⠠⣤⣤⠤⠖⢚⣩⣉⡤⠤⠴⠖⠒⠋⠉ ⢀⠔⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢸⠂⣀⣠⠴⠖⡛⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣿⣤⣿⠿⠷⠚⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠘⠓⠒⠛⠻⠓⠒⠚ ⠁⠀⠀⠀⢀⠠⠀⠐⠊⠉⠉⠀⢠⡾⠋⠁⠀⢪⡅⠀⠀⠀⠀⠀⠀⠀⢀⣀⡤⠤⠖⠚⠉⠁⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⢰ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣾⣧⣤⡴⠁⣾⣟⣀⣄⡤⠤⠖⠛⠉⠉⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠈ ⣀⣀⣀⣀⡀⢀⢀⢀⢀⣀⣠⣶⡿⠿⠿⠿⠛⠉⠉ ⠀⠀⠈⠉⠉⠉⠉⠉⠉⠉
// DEFENSE AI RESEARCH
Hi, I'm Saksham Sud
Self-taught technologist moving from full-stack development into offensive security and DevSecOps — now building AI systems for national-security research.