Driven by spiritual curiosity, he studied classical disciplines—tantra, mantra, Ayurveda, and siddha traditions. A transformative Himalayan pilgrimage led to a meeting with his Guru, Gayatri Mantra Diksha, and a rigorous initiation at Brahma Muhurtam while standing in icy river water — a ceremony that reoriented his life toward renunciation and dedicated practice.

In the years that followed, Swamiji practiced advanced sadhanas including Mahakali Upasana, Dashamahavidya, and Gayatri Yoga, making pilgrimage baths at sacred rivers and visiting Shakti Peeths across India. These practices deepened his lived knowledge of tradition and strengthened his resolve to serve Dharma.

Later initiation into Para Vidya by Prabhakar Siddha Yogi — a revered siddha — further expanded his understanding of higher consciousness and the transformation of subtle energies.