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Data Scientist Resume Example

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Sumit
Bera
Professional Summary

Results-oriented Software professional with over 15 years of experience in the field of Software development. Building career as Data Scientist over last couple of years , familiar with data collection, data cleaning ,data processing along with scripting language Python,SQL/PLSQL. Experience in building data-intensive applications. Worked in predictive Data Modeling, building pipeline, testing and deployment. Highly organized, capable of converting functional requirements into qualitative deliverables.

Skills
  • Machine learning
  • Python/Scikit-learn
  • Deep Learning
  • Natural Language Processing
  • Pytorch
  • Spark /PySpark
  • Data Visualization
  • Cloud Computing
  • SQL/PLSQL
  • NoSQL
  • MongoDB
  • Neo4j
  • C/Java
  • Unix Scripting
  • BI Publisher Report
Education
Indiana University School of InformaticsCity07/2021Master of Science:Data Science
Maulana Abul Kalam Azad University of TechnologyCity07/2005Bachelor of Technology:Computer Science & Engineering
Accomplishments
  • Migrated complex Oracle Product Hub to Informatica MDM SaaS solution along with complex inbound/outbound integrations and Workflow. Customer appreciated and shared PHENOMENAL award.
  • Sourcing Business provided Awesome award for domain expertise and wonderful supports.
Work History
Company Name - Data Scientist
City, State01/2020 - Current
  • Consumer Product Recommendation Application using power of Pyspark and hybrid (mix of popularity,content,collaborative) recommendation algorithm. Avoided cold start problem and usage of efficient feature selection algorithm improves result.
  • Helped security product company to improve their product and services by better managing their customer reviews using Improved and efficient topic analysis over time with power of NLP.
  • Helped Auto Insurance company by building predictive model to predict auto insurance amount to provide fruitful quote to customer using Linear regression.
  • Proposed machine learning model to identify and predict faulty machine part on real time ,ahead of time to prevent further damage using Using Deep learning with power of Pytorch.
  • Design and developed Neo4j graph data model on procurement that reduces procurement cost and improves company profit margin.
  • Helped health insurance provider by creating binary classification model using SVM to determine whether person is diabetic that would decide their premium amount.
Company Name - Senior Solution Architect
City, State09/2010 - 12/2019
  • Design and developed and implement end to end Integration and product hub for manufacturing customer using Oracle EBS ERP to reduce their transaction and day to day integration cost by 20%.
  • Save huge licensing cost by 30% designing and Implementing light weight Informatica product hub for manufacturing customer to improve data quality, data integrity to support their product need for their Procurement, Ordering solutions.
  • Saves lots of person hours by automated Engineering Change Order routing using Oracle SQL/PLSQL, Workflow.
  • Participate in workshop sessions with business users to understand business and functional requirements, evolving needs for new initiatives of edge application systems and software.
  • Support, coordination, managing, supervising work activities among team members across globe, review deliverables of team members, technical assistance and support for software development groups. Managing Production Roll out, releases, post production support and deployment of system software.
Company Name - Information Technology Analyst
City, State11/2005 - 09/2010
  • Design and developed new solutions, customizations and enhancing existing solutions (Oracle EBS 12.2.7) to adopted new features using Oracle Client 12c, PLSQL, Java, Python, Oracle Application Framework (OAF), Application Development Framework (ADF), Oracle Forms, Oracle APEX, Oracle Workflow and Business Events.
  • Support Oracle EBS Application, established automated solution to reduce no of support tickets by 15% and hence reducing customer cost by 20%.
  • Prepare and review technical design documents, system configuration documents, data migration documents, system software migration documents.
  • Creating and automating test scripts for different test cycle such as Integration test, User acceptance testing etc.
Training & Certification
  • Introduction to MongoDB in Python by DataCamp,Issued Jul,2021
  • Introduction to TensorFlow in Python by DataCamp,Issued Jul,2021
  • Neo4j Graph DB Foundations with Cypher by Udemy, Issued Jul,2021
  • Exploratory Data Analysis in SQL by DataCamp,Issued Jun,2021
  • Introduction to Deep Learning with Pytorch by DataCamp,Issued Jul,2021
  • Databricks Fundamentals & Apache Spark Core Online Course by Udemy, Issued May,2021
  • Introduction to SQL by DataCamp,Issued May,2021
  • Advanced NLP with spaCy by DataCamp,Issued Mar,2021
  • Introduction to Natural Language Processing in Python by DataCamp,Issued Feb,2021
  • Apply Generative Adversarial Networks (GANs) by Coursera,Issued Jan,2021
  • Python Programming Master Class Beginner To Advanced by Udemy, Issued Nov,2020
  • Python For Data Science And Machine Learning Bootcamp by Udemy, Issued May,2020
  • Oracle Integration Cloud(OIC) in Depth by Udemy, Issued Nov,2020
  • Oracle SOA Suite 12c Certified Implementation Specialist By Oracle
  • Oracle Pl/SQL developer certified associate (OCA) By Oracle

Additional Information

Academic Projects

  • Data Visualization: Water Water! Still not enough quality water. Visualizing Inequality using Interactive Data Analytics tool(Python,Tableau) to show Lack of access to improved water and incidence of disease in impoverished populations.
  • Object detection and localization is challenging area in Computer Vision. Build a reliable model using CNN and pre-trained models to classify the image of cats and dogs and to predict the bounding box of the image .
  • Data Analysis Of Soccer Team Performance and Covid-19 Spread using Web Scrapping (Beautiful Soup) & Data Viz. tools.
  • Independent Study on Generative adversarial network (GAN) and Virtual Try On, reviewing recent research paper and gaining knowledge on that.

Learning Goal

  • Exploring Microsoft Azure ML Studio
  • AWS Data Analytics
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Resume Overview

School Attended

  • Indiana University School of Informatics
  • Maulana Abul Kalam Azad University of Technology

Job Titles Held:

  • Data Scientist
  • Senior Solution Architect
  • Information Technology Analyst

Degrees

  • Master of Science : Data Science
    Bachelor of Technology : Computer Science & Engineering

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