Discover companies you will love
楽天株式会社 / Machine Learning Engineer
I enjoy standing at the intersection of business (to interact with business stakeholders and senior leadership team), technology, and math ( build optimization/machine learning models). My career passion is to help make product and business operations smarter through innovative and practical analytics.
I want to take my passion for the Data Science field to the next level by working with the dynamic people in the industry. I would like to contribute to the society through my knowledge in this domain.
▪ Built production-ready Machine learning model API(FLASK) used in the Rakuten Books warehouse operations for predicting the packing sizes of the products ▪ Built and productionized ML model (LightGBM algorithm) used for packing size calculation operation at the wareho
▪ Trained an object detector using VGG-16 model (Python, OpenCV) for the pilot project of self-checkout stores to detect the fraudulent scans. Also developed a
▪ Worked on data collection strategies for the future Machine Learning implementations ▪ Performed sentiment analysis on the chat messages using Natural Language Toolkit(NLTK) and Naive Bayes algorithm
▪ Collaborated with the Marketing team to improve the customer acquisition strategies using design thinking approach ▪ Worked as an Agent on the chat based platform to understand the customer behaviour and reported the findings to the executive stakeholders
Coursework included System Engineering,Design thinking,System Verification and Validation,Marketing Management,Business System Dynamics
♦Concept generation and design thinking on new product development ♦Analysis of stakeholder requirements ♦ Design and prototype building of a product based on Thermal Paper Technology for RICOH, Japan
Coursework included intensive practical coding in languages such as C, C++, Java and building Android OS applications Created Stock Exchange Information application on both Android and iOS platforms
Coursework: System Engineering, Power Systems, Advanced Microprocessors, Embedded Systems, Signals and Systems, Digital Signal Processing, Digital Circuits