Results-driven Lead & Senior Engineer with 8+ years of experience in analyzing, designing, building, and optimizing scalable backend systems, ETL/ELT pipelines and cloud architectures. Expertise in Python, SQL, AWS, T-SQL, Snowflake, with a strong focus in data analytics and engineering. Through personal experience, I’ve learned that interview success is not just about skill, it’s about positioning, timing, and communication. I’ve been fortunate to crack interviews when it mattered most and to help others achieve the same, several of whom have gone on to receive multiple job offers and choose the opportunities best aligned with their goals. In my sessions, I share practical strategies to improve your interview hit rate, enhance your LinkedIn and resume visibility, and prepare effectively for both behavioural and technical discussions. My goal is to help you navigate the hiring process with clarity, confidence, and structure.