As a seasoned Data Engineer with over 4 years of experience, I specialize in building complex and scalable data lake solutions, developing and evaluating AI/DS algorithms and models, and analyzing diverse data sources to enhance data quality. My expertise spans AWS, GCP, Python, SQL, and real-time streaming data, enabling me to drive significant optimizations and improvements in various data engineering projects. I hold a Bachelor of Technology in Electronics and Communications Engineering from the National Institute of Technology Agartala, where I built a strong foundation in electronics, communication, and programming. Additionally, I possess certifications in Google Analytics, Windows IoT, and Agile Training, further enriching my technical and analytical skill set. My professional journey includes successful stints at renowned firms such as Boston Consulting Group (BCG), where I excelled as a Senior Data Engineer. I have also cracked offers from top-tier companies like Deloitte, Bain & Co., Accenture, KPMG, Nielsen, EY, Quantiphi, and Visa, amassing extensive experience in navigating and succeeding in data engineering interviews. I am passionate about leveraging data and technology to solve complex business problems, create value for customers, and guide aspiring data engineers in achieving their career goals.