operational amplifier - Arduino - Cannot get ECG readings from heart, but I do when I poke at the leads

I have a minor issue with my ECG. When I poke at the leads, I get a reading. But when I hold the leads or place it near my heart, I don't get anything. I'm pretty sure this is hardware related, but I don't want to completely rule out a potential software problem. I used this YouTube video as a guide: https://www.youtube.com/watch?v=NDjRg-KgIXY, with their circuit show below.

My breadboard almost looks exactly the same as that, but with a couple of changes. Instead of connecting the ECG to the computer via a audio cable, I used Bluetooth to transfer it to my phone. Here is my schematic diagram.

1 http://i60.tinypic.com/29leq9k.jpg

Here is my breadboard diagram.

2 http://i62.tinypic.com/5lcpzc.jpg

In my breadboard, I used three LM358 op-amps. Here is my Arduino code (if you need it):

const int  signal = 7;    // Pin connected to the filtered signal from the circuit
unsigned long currentBeatTime;   
unsigned long previousBeatTime;

unsigned long frequency;

// Internal variables
unsigned long period = 0;
int input = 0;
int lastinput = 0;



void setup() {
pinMode(signal, INPUT);
Serial.begin(9600);

previousBeatTime = millis();
}

void loop() {

delay(100);
input = digitalRead(signal);

if ((input != lastinput) && (input == HIGH)) {
    // If the pin state has just changed from low to high (edge detector)
    currentBeatTime = millis();

    period = currentBeatTime - previousBeatTime; // Compute the time between the previous beat and the one that has just been detected
    previousBeatTime = currentBeatTime; // Define the new time reference for the next period computing
}


lastinput = input; // Save the current pin state for comparison at the next loop iteration

// Detect if there is no beat after more than 2 seconds
if ( (millis() - previousBeatTime) > 2000 ) 
{ 
    //Serial.println("dead");
}
else 
{

    if (period <= 0) 
    {
        frequency = 0;
    }
    else 
    {
        frequency = 60000/period; // Compute the heart rate in beats per minute (bpm) with the period in milliseconds
    }

    Serial.println(frequency);

}
}

Any help regarding this issue is highly appreciated. Thank you!