Am in my second trimester and a neighbour recently scared me with some disturbing info. She said that if I exercise or walk too much, it could harm my baby physically. Am sure that's incorrect. Can anybody guide me?

In my opinion, everything must be moderate regardless exercise or walking. Walking briefly is good for both mom and child. Maybe your neighbour think you exercised too much or too extreme..so she just want you to take a good rest.