My 15+ years of Software Development career spans deep expertise in product development, data engineering, machine learning is supported by pioneering work through my patents cited by industry giants. As one of the earliest certified professionals in Apache Spark and an active contributor to open-source projects, I have consistently driven innovation and shared knowledge across the tech community. My leadership in developing cutting-edge solutions in financial space set a benchmark for cost optimization and scalable engineering practices. With a proven track record in mentoring and training, I am committed to empowering teams and advancing technology through both practical applications and thought leadership.