07 · Imitation Learning

A robot arm that learns by watching

A dual-camera robotic arm trained to perform autonomous pick-and-place operations.

Role

Robotics engineer · learning & manipulation

Year

2021

Robotic arm with a dual-camera imitation-learning setup

In one sentence

The resulting system performed autonomous pick-and-place with 97.68% reported accuracy.

01 · The problem

Why this mattered

Programming every arm trajectory by hand makes even simple manipulation brittle and slow to adapt.

02 · My work

From idea to system

I built the Raspberry Pi 5 system, connected two camera views, and developed the imitation-learning pipeline from demonstrations to motion.

03 · The result

What moved

The resulting system performed autonomous pick-and-place with 97.68% reported accuracy.

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