Projects

A collection of problems and ideas.

Selected full-stack, internal tools, and computer engineering projects that show product thinking, implementation depth, and deployment ownership.

More Work

Computer engineering research

Research

FPGA-Based CNN for Real-Time Handwriting Recognition

A computer engineering research project exploring CNN-based handwriting recognition with hardware-aware implementation and optimization constraints.

  • FPGA
  • CNN
  • Python
  • SystemVerilog
  • Computer Architecture
  • Machine Learning
  • Applied computer engineering fundamentals to a machine learning workload with attention to hardware constraints.
  • Explored tradeoffs between model accuracy, inference speed, and FPGA-oriented implementation choices.
  • Contributed to research work published on arXiv.