Projects / Biorobotics research

Tactile sensing
for soft robotic fingers.

A mass-producible 3D fingertip built for a tactile-sensing system that enables vision-free object recognition.

RoleBiorobotics Student Researcher
InstitutionCMU Robotics Institute
DatesDec 2025 — May 2026
FocusHardware & sensing
Final 3D-printed soft robotic finger iteration

The system

Turning deformation into signal.

The work paired compliant fingertip geometry with a magnet-on-Hall-sensor approach. The research focused on mechanical compliance, repeatable fabrication, and validating how the fingertip responded under contact loading.

  • CAD & mold iterations17+
  • Sensing methodMagnetic / Hall effect
  • Material processTwo-stage silicone casting
  • GeometryCompliant flexure design

Explore the
finger.

Rotate and inspect the final fingertip CAD model in three dimensions.

Making the
finger.

From the injection mold and silicone mix through 3D-printed geometries and final inspection.