Exemplary embodiments of the present disclosure are directed towards a
system and method for hardware-driven low-dimensional numerical representation for enhanced
data compression, compact
memory address representation, and efficient data indexing. The
system introduces base-100 numeral structure known as Gole Number
System, wherein each of 100 uniquely designed symbols maps to decimal value from 0 to 99. The
system further supports compact
memory address representation using extended base-128 symbol set called Evishta. Processor receives numerical input in decimal format, converts it into a base-100 representation using a Binary to Gole Converter (BCG), and maps each digit to corresponding Gole symbol. The encoded Gole symbols are stored in
memory array optimized for space efficiency and retrieved for display rendering. A display unit renders the Gole symbols using reduced pixel dimensions per character, thereby minimizing pixel usage and reducing
power consumption. The system is scalable across data storage,
digital computation, memory representation, and
user interface applications.