Summary
Overview
Work History
Education
Skills
Software
Timeline
Additional Information
Profile
Hobbies
Profile
Project and Learnings
Hobbies
Generic

Amit Guru

Data Scientist
Hyderabad

Summary

Analytically minded self-starter with more than 5 years of experience collaborating with cross-functional teams and ensuring the accuracy and integrity around data and actionable insights. Worked in ML, Data visualization, analysis and insight reporting to boost business efficiency, strategic goals. MBA post graduate in Market research and analytics with extensive skills and outstanding aptitude for learning. Looking to leverage knowledge and experience into a role as Data Scientist. With proven communication, problem solving skills along with this organization reputation and suitable working environment should be ideal for a challenging and career-building position

Overview

7
7
years of professional experience
3
3
Languages

Work History

Data Scientist

Infosys India Limited
12.2021 - Current
  • Developed strong communication and organizational skills through working on group projects.
  • Demonstrated strong organizational and time management skills while managing multiple projects.
  • Worked for electronic brand as Data scientist and consultant.
  • Data collection from SAP environment and creating KPI in Excel
  • EDA for collected data to find data insights including Cleaning data, transformation and statistical analysis of data.
  • RFM analysis done on data to find most important customers to help business to migrate data to SAP HANA reduce migration time by 25%
  • Log transformation used to reduce skewness and Clustering method (K means) used for RFM analysis.
  • Worked on new product development project to provide insight about various requirement as Pricing, Product bundle, customer segmentation
  • New product development success and failure using regression models
  • Customer segmentation based on democratic, geographic using Tableau and ML unsupervised technique clustering
  • Association rule applied on consumer past data to Find out market basket analysis for new product development.
  • Proof of concept for Sale forecast of New product to understand customers better.
  • AARIMA Model being used for time series forecasting
  • Optimized machine learning pipelines and computational resources deployment strategies resulting in reduced processing times
  • Flask and Streamlit being used for web application and user interface.
  • Hands on VS Code, Jupyter notebook, Tableau, Power Bi, SQL, NoSQL
  • Worked with various python library - Numpy, Pandas, SNS, TensorFlow, PyTorch, NKTK, Flask
  • Sound knowledge in ML - Regression, Decision tree, Random forest, ensemble techniques, NLP, Deep learning
  • Data collection, cleaning of data, statistical insights, data preprocessing being done for Bank project.
  • Worked in Bank projects using Tableau to provide insight on credit card sales, demographic distribution of business
  • Customer segmentation using K-means clustering
  • Loan approval prediction using ML technique.
  • Sentiment analysis of customer about various banking products. Lead prioritization, LTV, RFM, Fraud detection
  • Helped client to reduce Fraud by 52% using Fraud detection.
  • Lead prioritization helped client to increase sale by 12% for Credit cards
  • Optimized business processes for increased efficiency through detailed data analysis and visualization tools

Data Analyst

Tata Consultancy
07.2019 - 11.2021
  • Worked in multiple projects as data analyst and also gained experience in ML.
  • Analyzed existing systems and databases and recommended enhancements to solve business needs.
  • Implemented robust control measures to improve analytical output reliability.
  • Improved decision-making processes with accurate data analysis and visualization techniques.
  • Used ETL tools MYSql to extract data, creating KPI to perform data analysis
  • Prepared dashboards for a retails brand about the sales, customer segmentation in Tableau.
  • EDA on retail data
  • Item demand forecasting using Time series forecasting models
  • Market basket analysis using association rule mining, ML for pattern recognition
  • Provided actionable insights through comprehensive reports and dashboards, supporting strategic initiatives.
  • Resolved complex business challenges by leveraging statistical modeling techniques and machine learning algorithms.
  • Worked in VS Code for data pipeline and CI/CD
  • Always prepare to help associates from own team as well as cross functional team around the clock to meet.
  • Volunteered to Provide training new joiner about data cleaning, visualization process and various ML techniques.
  • Also volunteered in various CSR activities and took leadership to conduct activities smoothly.

Business and Data Analyst Trainee

Tata Consultancy Services
07.2018 - 07.2019
  • Collaborated with cross-functional teams to ensure relevant data collection and analysis.
  • Streamlined data analysis processes for increased efficiency and faster results.
  • Trained on Various data visualization and analysis techniques tableau and power bi
  • Worked on MYSql database, table creations and KPIs
  • Dashboards and business insights being provided as per requirement
  • Worked as shadow associate in 2 projects and handled data collection, cleaning process.
  • Worked on preparing documents about business insights and create presentations.

Management Trainee

PNB MetLife
03.2017 - 06.2017
  • Internship done with PNB MetLife as trainee in market research and sales.
  • Worked on data collection, processing data, finding KPI to understand product and customer behavior.
  • Worked in SAS and SQL to maintain database. Table creation and KPI done in SQL.
  • Analyze customer behavior, requirements to provide potential
  • Worked on closing various sales deals, generating Leads and
  • Analyze customer behavior and market situation to provide
  • Retain old customer by providing suitable renew offers after
  • Assisted established management staff with operational oversight, business development and process improvement strategies
  • Described product to customers and accurately explained details and care of merchandise
  • Acted with integrity, honesty and knowledge to promote culture of company

Education

MBA - Business administration

ICFAI Business School
Hyderabad, TG
06.2016 - 2018.04

Post Graduate Diploma in Management - Data Science

Great Learning
Online
2022.07 - 01.2024

Skills

Problem-Solving

Software

MS Excel

Python

PowerPoint

VS Code

AWS

Azure

MYSQL

Tableau and Power BI

Timeline

Data Scientist

Infosys India Limited
12.2021 - Current

Data Analyst

Tata Consultancy
07.2019 - 11.2021

Business and Data Analyst Trainee

Tata Consultancy Services
07.2018 - 07.2019

Management Trainee

PNB MetLife
03.2017 - 06.2017

MBA - Business administration

ICFAI Business School
06.2016 - 2018.04

Post Graduate Diploma in Management - Data Science

Great Learning
2022.07 - 01.2024

Additional Information

  • LinkedIn - www.linkedin.com/in/amit-guru-18602312a
  • https://bold.pro/my/amit-kumar-guru-7978025200

Profile

  • Over 4 years of industry experience. Worked in 5 different implementation project out of which 2 are full life cycle implementation. For the full implementation project was involved in Business blue print, Requirement gathering, Realization, finalization, go-live and support.
  • Worked as SAP SM and SAP SD functional consultant along with integration with other SAP modules such as MM, FICO etc.
  • Having sound knowledge in OTC (Order to cash)
  • Functional Expertise - Pricing, Billing, Refund process, credit and debit memo, BOM, Partner determination, Output determination, Shipping and transportation.
  • Having knowledge about User Exit, basic debugging and ABAP codes.
  • Sound knowledge about using various FM, program and methods specific to project.
  • Worked in UI related project where the data from SAP being used by the End customer.
  • Good hands on in Customer master data, material master data.
  • Sound knowledge and hands on pricing procedure determination, configuration of condition types, condition table and access sequence.
  • Experienced in Data cleansing and data conversion using tools like LSWM, MACROS, EDI/IDOC, RFC and BAPIs

Hobbies

  • A sport enthusiast. Cricket, football and athletics are some of my area of interest
  • Love to read about stats in field of cricket
  • Curious to know about new technology, gadgets
  • Love to travel - Solo, group anything anywhere excites me a lot.
  • Adventure games, sports always bring the curious person inside me.
  • Love cooking

Profile

  • Over 5 years of industry experience. Worked in 5 different projects. For the projects, was involved in Business blue print, Requirement gathering, testing and deployment.
  • Worked with various software like Python (NumPy , Pandas, Scikit-learn, Flask), SAS; SQL - Redshift, MySQL; Elasticsearch; Recommendation Engines, Customer Segmentation & Retention Models, Price Optimization, NLP, Deep learning
  • Having sound knowledge on various business operations as part of my projects
  • Worked on data visualization project by providing business analysis and data analysis
  • Sound knowledge about Flask, Streamlit used for web application and user interface.
  • Sound knowledge in MYSql, No SQL (MongoDB) database.
  • Sound knowledge in Project deployment using Pipeline and CI/CD.
  • Worked on projects involving Machine Learning (Classification and regression) with both supervised and unsupervised models.
  • Having hand on with SAS, Banking projects, VS Code, TensorFlow.

Project and Learnings

  • Working on various self learn data science project for continuous learning
  • Working on End to End projects including pipeline and CI/CD using ML techniques
  • Created Data analysis project with web application using Flask
  • End to end recommendation project on Netflix using ML and Deep learning techniques
  • Building own library
  • Hands on with MLops project
  • Learning about Generative AI and the architecture.

Hobbies

  • A sport enthusiast. Cricket, football and athletics are some of my area of interest
  • Love to read about stats in field of cricket
  • Curious to know about new technology, gadgets
  • Love to travel - Solo, group anything anywhere excites me a lot.
  • Adventure games, sports always bring the curious person inside me.
  • Love cooking
Amit GuruData Scientist