Jupyter Notebook
KAUSTAV BANERJEE
Senior Data Scientist
Pune,MH
Summary
A highly motivated AI enthusiast with 9 years of experience in AI/ML, analytics and software development is looking for digital collaboration with emerging technologies, innovations and businesses.
Overview
9
9
years of professional experience
6
6
years of post-secondary education
4
4
Certifications
4
4
Languages
Work History
Senior Engineer II - Data Science
Emerson
Pune, Maharashtra
02.2020 - Current
- Successfully implemented complex non-linear statistical optimization solution to Additive Manufacturing resulting in improved digital 3D modeling.
- Implemented IOT projects by leveraging non-linear regression and classification techniques to provide realtime preventive and prescriptive analytics.
- Profoundly impacted business decision by adding anomaly detection and fault detection to Signal Processing Unit.
- Worked with multiple business units identifying scopes to implement AI/ML strategy that can drive business value .
- Technology: Python, IOT, Embedded Systems, Visual Studio Code, Optimization and Automation, Jupyter Notebook, Machine Learning, Deep Learning, Docker and Analytics cloud platform.
- Team Size: 16.
Deputy Manger
Vodafone
Pune, Maharashtra
02.2019 - 01.2020
- Worked with cross-platform team to implement multi-lingual chatbot across 10 countries.
- Responsible for defining data pipeline, data structure and developing ML engine for chatbot using Azure Bot Services.
- Created universal NLP application to generated actionable insights from customer chat.
- Generated business insights, Key performance indicators (KPIs) from structured and unstructured data (Avro, Json, parquet file formats).
- Technology: Python, PySpark, Hadoop, Hive, Impala, Oozie, Tableau, Jupyter Notebook, Machine Learning and Azure ML Platform.
- Team Size: 10.
Associate
Cognizant Technology Solutions
Bangalore, Karnataka
02.2014 - 01.2019
- Responsible for creating and implementing CSR Recommendation Engine for Apple (as a client).
- Implemented credit risk ML engine as a value addition to client's finance application.
- Accountable for multiple cross platform complex developments, automations, migration and data analysis/mining projects bagging multiple accolades from clients.
- Technology: Python, Jupyter Notebook, Zeppelin, PySpark, Apache Spark, HDFS, Machine Learning, Unix, JCL, COBOL, MS Access, SQL Server, Unix & Windows batch Scripting.
- Team Size: 20.
IT Executive
Arohan Financial Services
Kolkata, West Bengal
03.2013 - 02.2014
DBA Trainee
EDominer
Kolkata, West Bengal
10.2012 - 02.2013
Education
Bachelor of Technology - Electronics And Communication Engineering
West Bengal University of Technology
Kolkata 07.2008 - 08.2012
DIPLOMA ON - .NET
NIIT
Kolkata 02.2011 - 03.2012
Post Graduate Diploma - Machine Learning And Artificial Intelligence
IIIT
Bangalore 02.2018 - 03.2019
Skills
Data Science
Machine Learning
Deep Learning
Big Data Analytics
Natural Language Processing
Statistical Modeling
Communication
Problem-Solving
Python
Unix Scripting
IOT Technolgies
Certification
Certified ITIL® professional in IT Service Management by EXIN & AXELOS.
Accomplishments
- Star newcomer for 2020 awarded by Emerson.
- Rising Star Awarded by Cognizant in the year 2015 for accomplishing two concurrent developments simultaneously.
- Received Kudos from customers for significantly improving accuracy of ML recommendation engine using state of the art feature extraction algorithm.
- Participated in a GO GREEN program organized by National Entrepreneurship Network (NEN) to encourage college students to invest in green future.
Software
Visual Studio Code
Cloud Analytics Tool
Tablaue
Docker
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Quote
Do to others what you want them to do to you
Golden Rule Matthew 7 12
Timeline
Senior Engineer II - Data Science
Emerson
02.2020 - Current
Deputy Manger
Vodafone
02.2019 - 01.2020
Post Graduate Diploma - Machine Learning And Artificial Intelligence
IIIT
02.2018 - 03.2019
Certified Data Scientist (Python) by AnalytixLabs.
02-2018
Associate
Cognizant Technology Solutions
02.2014 - 01.2019
IT Executive
Arohan Financial Services
03.2013 - 02.2014
DBA Trainee
EDominer
10.2012 - 02.2013
DIPLOMA ON - .NET
NIIT
02.2011 - 03.2012
Certified ITIL® professional in IT Service Management by EXIN & AXELOS.
08-2008
Bachelor of Technology - Electronics And Communication Engineering
West Bengal University of Technology
07.2008 - 08.2012