**Key Exclusion Criteria:**
- Red flag conditions, such as tumors, infections, or fractures, requiring alternative management. (Confirm through X-ray, MRI, CT scan, Patient history, medical records)
- Neurological deficits or radiculopathy. (Confirm through Neurological examination)
- Prior spinal surgery (Patient History, Surgical scar, Radiological imaging, Medical records).
- Pregnancy (Patient history, Medical records)
**Randomization 6 Blinding: Participants will be randomly allocated to one of two groups using computer-generated random numbers. Outcome assessors will be blinded to group allocation.
**Group 2: Conventional Therapy + Pilates-Based Exercise**
_Conventional (35 mins):_
- Patient Education (10 mins)
- Flexibility/Mobility Exercises (10 reps each, 5 mins)
- Core Stability Exercises (2 sets of 10 reps, 5 mins)
- Lumbar Spine Mobilization 6 Soft Tissue Techniques (10 mins)
- Electrotherapeutic Modalities (Hot/Cold pack, TENS, UST) (5 mins)
- Diaphragmatic Breathing (5 mins)
- Pelvic Tilt (3 sets of 12 reps, 10 mins)
- Bent Knee Fallout (3 sets of 10 reps, 10 mins)
- Pelvic Tilt: 3 sets of 15 reps
- Bent Knee Fallout: 3 sets of 12 reps
- Diaphragmatic Breathing: 5 minutes
_Conventional (30 mins):_
- Progressed Mobility Exercises 6 Lumbar Spine Mobilization (3 sets of 12 reps, 10 mins)
- Advanced Core Stability 6 Strengthening Exercises (3 sets of 12 reps, 10 mins)
- Neurodynamic Techniques 6 Soft Tissue Techniques (10 mins)
- Dead Bug (3 sets of 10 reps, 15 mins)
- Bridging (3 sets of 15 reps, 15 mins)
- Dead Bug: 3 sets of 12 reps
- Bridging: 3 sets of 15 reps
- Previous exercises: 2 sets of 15 reps each
_Conventional (25 mins):_
- Functional Integration with Strengthening Exercises (3 sets of 15 reps, 10 mins)
- Lumbar Spine Traction 6 Neurodynamic Techniques (10 mins)
- Electrotherapeutic Modalities as needed (5 mins)
- Flexion Recovery Testing (10 mins)
- Advanced Directional Exercises (3 sets of 15 reps, 25 mins)
- Core MDT exercises: 3 sets of 10 reps, twice daily
- Functional integration: Apply principles during all activities
- Maintenance exercises: 1 set of 15 reps each
- Bird-Dog (3 sets of 12 reps, 15 mins)
- Clamshells (3 sets of 15 reps, 10 mins)
- Single-Leg Bridge (3 sets of 12 reps, 10 mins)
**Full Pilates routine: 3 sets of 15 reps each exercise
- Focus on control and precision
**Outcome Measures (To be assessed at Baseline and after 8 weeks)**
- Pain Intensity: Visual Analog Scale (VAS)
- Ronald-Morris Disability Questionaries (RMDQ)