Too many SOQL queries 201 ...

Global class U4_Legacy_INC_MilestoneTimeCalculator implements Support.MilestoneTriggerTimeCalculator {
    //** Constructor for this class.
    global Integer calculateMilestoneTriggerTime(String caseId, String milestoneTypeId)
    {  
        Integer MilestoneValue;
        Product_Milestone_Times__c ProductMilestoneSet;
        Milestone_Times__c EntitlementMilestoneSet;
        //** Select values from case
        Case caseRec = [SELECT Id, EntitlementId, ProductId, Priority, Contractual_Type__c FROM Case WHERE Id=:caseId LIMIT 1];
        MilestoneType mtype = [SELECT Name FROM MilestoneType WHERE Id=:milestoneTypeId];
        // Retrieve Milestone definition from Entitlement
        EntitlementMilestoneSet = [SELECT Response_Time__c, Resolution_Time__c, Software_Resolution_Time__c FROM Milestone_Times__c WHERE Entitlement__c =: caseRec.EntitlementId AND Priority__c =: caseRec.Priority];
        // Retrieve Internal Milestone definition from Product
        ProductMilestoneSet = [SELECT Response_Time__c, Resolution_Time__c, Software_Resolution_Time__c FROM Product_Milestone_Times__c WHERE Product__c =: caseRec.ProductId AND Priority__c =: caseRec.Priority];
        if(mtype.Name == SEConstants.FIRSTRESPONSETIME){
            if(caseRec.Contractual_Type__c == SEConstants.INTERNAL_ONLY)
            {
                // Take First Response time from Product
                MilestoneValue = ProductMilestoneSet.Response_Time__c.intValue();
            }
            else
            {
                // Take First Response time from Entitlement
                MilestoneValue = EntitlementMilestoneSet.Response_Time__c.intValue();
            }
        } // Response Time
        if(mtype.Name == SEConstants.RESOLUTIONTIME){
            if(caseRec.Contractual_Type__c == SEConstants.INTERNAL_ONLY || caseRec.Contractual_Type__c == SEConstants.FIRST_RESPONSE_ONLY)
            {
                // Take Resolution time from Product
                MilestoneValue = ProductMilestoneSet.Resolution_Time__c.intValue();
            }
            else
            {
                // Take Resolution time from Entitlement
                MilestoneValue = EntitlementMilestoneSet.Resolution_Time__c.intValue();
            }
        } // Resolution Time
        if(mtype.Name == SEConstants.SOFTWARERESOLUTIONTIME){
           If(caseRec.Contractual_Type__c == SEConstants.INTERNAL_ONLY || caseRec.Contractual_Type__c == SEConstants.FIRST_RESPONSE_ONLY || caseRec.Contractual_Type__c == SEConstants.FIRST_RESPONSE_RESOLUTION_ONLY || (caseRec.Contractual_Type__c == SEConstants.FIRST_RESPONSE_RESOLUTION_P1_P2_SOFTWARE && (caseRec.Priority == SEConstants.PRIORITY_3 || caseRec.Priority == SEConstants.PRIORITY_4)))
            {
                // Take Software Resolution time from Product
                MilestoneValue = ProductMilestoneSet.Software_Resolution_Time__c.intValue();
            }
            Else
            {
                // Take Software Resolution time from Entitlement
                MilestoneValue = EntitlementMilestoneSet.Software_Resolution_Time__c.intValue();
            }
        } // Software Resolution Time       
        Return MilestoneValue;
    }
}