Projects
[2025] Samsung 28nm- RISCV-based adaptive clock control with Sparsity aware transformer accelerator
- RISC-V controller tunes clock gating in real time using sparsity, queue depth.
- Accelerator supports weight sparsity and zero-skip paths with MMIO controls.
- Achieves strict latency with deterministic dense-fallback and policy logging.
[2024] Samsung 28nm- HAB-1
- Reconfigurable Bridge for Host-Accelerator Communication
- Scalable Multi-Channel MPI Interface for Accelerator Control
- Reconfigurable CNN Accelerator for Adaptive AI Workloads
[2023] SK Key 130nm- ARMuP
- Custom ISA Compatible with Arm Cortex-M0+
- Custom uSIMD Instruction Support for Enhanced Performance
- Scalable Memory & Tile-SoC Interface for Accelerator Control
[2023] SNN-based CIM MPW
- SNN-based Compute-In-Memory (CIM) architecture for energy-efficient neuromorphic computing
- PSpice-based SNN neuron circuit simulation for accurate synaptic behavior modeling
- RRAM-based synaptic circuit fabrication for low-power AI acceleration
[2020] Autonomous Vehicle Simulation with GTA5
- Digital twin simulation for autonomous driving using the GTA5 game engine
- Real-time object detection and avoidance with OpenCV, YOLOv4, and TensorFlow
- Lane detection and tracking using Canny edge detection for vehicle navigation