Prashant Bansod

楽天株式会社 / Machine Learning Engineer

Prashant Bansod

楽天株式会社 / Machine Learning Engineer

東京都 武蔵野市

Prashant Bansod

楽天株式会社 / Machine Learning Engineer

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Data Scientist | AWS Engineer | Python (3 Years of Experience)

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.

未来

この先やってみたいこと

未来

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.

2020年9月
-
現在

Machine Learning Engineer
現在

2020年9月 -

現在

▪ 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 warehouse ▪ Optimized the warehouse operations through detailed data analysis (Python-Pandas) of the batch picking operations, re

2018年10月
-
2019年12月

VAAK Inc.

1 year

Data Scientist

2018年10月 - 2019年12月

▪ 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 scan activity detection algorithm using pose estimation. ▪ Planned and developed the human activity detection algorithm (Python, OpenCV) using human pose estimation algorithm to understand the

2017年9月
-
2018年7月

FAST JAPAN,Inc.

1 year

Data Scientist

2017年9月 - 2018年7月

▪ 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 ▪ Performed basic customer segmentation using clustering algorithms to understand the users

2017年6月
-
2017年8月

FAST JAPAN, Inc

3 months

Intern

2017年6月 - 2017年8月

▪ 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

2016年9月

慶應義塾大学 | Keio University

System Design and Management

2016年9月

Coursework included System Engineering,Design thinking,System Verification and Validation,Marketing Management,Business System Dynamics

MEXT Fellowship -The Japanese Ministry of Education, Culture, Sports, Science and Technology, Monbukagakusho

Overseas Education Fellowship - Government of India

Best Design Project Award -Graduate School of System Design and Management, Keio University

2015年4月
-
2015年8月

Ricoh

5 months

Research Intern

2015年4月 - 2015年8月

♦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

2013年2月

Centre for Development of Advanced Computing (CDAC), Pune University, India

2013年2月

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

2011年9月

Pune University

Electronics and Telecommunication

2011年9月

Coursework: System Engineering, Power Systems, Advanced Microprocessors, Embedded Systems, Signals and Systems, Digital Signal Processing, Digital Circuits


スキルと特徴

Python

Md. Razzaqul Haiderが +1
1

Machine Learning

Md. Razzaqul Haiderが +1
1

predictive analytics

Md. Razzaqul Haiderが +1
1

Tableau

Md. Razzaqul Haiderが +1
1

Git

0

Awards and Certifications

Machine Learning Foundations: A case study approach

2017年9月

MEXT Fellowship -The Japanese Ministry of Education, Culture, Sports, Science and Technology, Monbukagakusho

Best Design Project Award -Graduate School of System Design and Management, Keio University

Overseas Education Fellowship - Government of India


言語

英語 - ビジネス会話, 日本語 - 日常会話