Design and Synthesis of a Custom ASIC N N Bit Array Multiplier Layout, Cadence Virtuoso - Calibre - HSpice, Orchestrated layout design for a 16x16 Multiplier with CPA and CSA, on 0.5µm technology. Executed Full Custom Design integrating Shift Registers, NAND, NOR gates, and a Full Adder with AND Gate. Generated Netlist using PEX., Leveraged 16-bit input vectors, 32-bit parallel data output with registers, and conducted Logical verification and Debugging with LVS and PEX checks. Integrated circuit into a 900um x 900um Pad Frame for optimized power line connections. RTL to GDSII Flow for a Counter Design on 45nm Technology PDK, Cadence Innovus - Genus - Tempus - Xcelium, Utilized Xcelium for simulation and Code Coverage analysis. Employed Genus for RTL to Gate Level Netlist conversion and Scan Cell insertion. Verified correctness with Conformal Logic Equivalence Checker against a Reference Design., Developed Test Mode with Full Scan, conducted Logic Tests, and generated Vectors. Implemented design flow including Placement and Routing in Cadence Innovus. Ensured Timing Closure at 100MHz in Tempus post-synthesis. Design and Implementation of an Inverter, 101 Stage Ring Oscillator, Nand4 Layout in 15nm FinFET PDK, Cadence Virtuoso, Crafted schematic and layout of Inverter, Oscillator & NAND4 leveraging Cadence Virtuoso. Executed HSpice simulations on. sp files, optimizing designs for minimal layout area and propagation delay, ensuring peak efficiency and performance., Directed the 101 Stage Ring Oscillator layout, folded to minimize metal layer connection length between the first and last Stage. Conducted DRC, LVS checks, and RC Extraction, swiftly debugging errors for seamless integration and functionality. Physical Layout design of a Configurable 10-Bit Decision Tree Custom ASIC, Cadence Virtuoso - HSpice - Calibre, Designed Layout with three metal layers for a 10-stage, 10-bit decision tree at 0.5µm technology PDK. Incorporated Microarchitecture bit slice with multi-mode operation. Implemented shared bus for reduced routing congestion and memory-mapped programming., Employed H-Tree placement to prevent Timing Failures. Validated Design using HSPICE at 1.67GHz. Tested with Diverse Datasets from UCI ML Repository. Implemented Low Power Methods, both Static and Dynamic, for efficiency.