Yesterday, when I arrived home from my biking, I brought her to the nearest bike shop. The diagnosis - damaged bottom bracket. So, I had it replaced. The shop recommended a sealed bearing type.
It's now very smooth to pedal BikePot. I also had her brakes adjusted. The total cost of the part is P350.00. The labor's free.