Anupam Kumar
Data And Information Architect
Bangalore,Karnataka
Summary
- Data and Information Architect with a decade of proven expertise in transforming complex data into actionable insights through advanced analytics and data-driven methodologies. Skilled in designing, developing, and deploying robust statistical and machine learning models to drive decision-making and innovation. Adept at architecting and implementing scalable data processing pipelines leveraging multi-cloud environments and cutting-edge Big Data platforms. Passionate about delivering data solutions that empower organizations to achieve strategic goals and optimize performance.
Overview
10
10
years of professional experience
9
9
years of post-secondary education
12
12
Certifications
Work History
Data & Information Architect
Signify Innovation India Ltd
Bangalore
10.2022 - Current
- Designed real-time lighting adjustment system that responds to individual facial expressions, enhancing calmness, well-being, and creating a soothing living experience
- Architect and design a Mixed Market Model (MMM) product using AWS and Snowflake, a cutting-edge platform for real-time budget forecasting across multiple business channels
- Architect and build product analysis components that enable the inventory and production teams to effectively manage their inventories and plan their production capacity
Data Engineering Specialist
Accenture
Bangalore
05.2021 - 09.2022
- Develop the next generation feature store ETL pipeline to feed ML and AI models using Vertex AI (Google Cloud Platform)
- Design and build a data processing pipeline in Dataflow and orchestration using Composer in Google Cloud Platform
- Design and build a Vertex AI feature store for Machine Learning models in Google Cloud Platform using Cloud Functions and Cloud Build
- Design and build a processing pipeline from Google Cloud Storage to Big Query using Spark in Data Proc (Hadoop, Py Spark)
IT Analyst
Tata Consultancy Service
Bangalore
01.2015 - 05.2021
- Designing and developing data processing pipelines using Google Cloud Fusion
- Building orchestration system which can integrate and schedules all the system pipelines as per business requirements using Google Cloud Composer
- Designing partitioned tables for the Data fusion pipelines in the Google Cloud Big Query
- Designing Continuous Integration based applications for analysis using Google Cloud
- Designing an insurance customer retention model- Tensor Flow & Google Cloud
- Insurance Lead Prediction for model for report
- Designing system for Predicting diabetes in humans, and early diabetes predictions
- Designing a system for predicting breast cancer in Neonate Mother
- Building a Text analytics Model for Buzz words
- Build a sentiment analysis model for Rx_formulary changes
- Designing a system for Rice crop disease prediction model - using Deep Learning
- Designing a model to predict Temperature and Rainfall prediction using RNN
- Analyzed and Prepared report for Microsoft Windows Server Divisions
- Investigate and conduct forecast demand and capital for the products
- Prepare the analytics report for Demand and Damage of products for Microsoft office sales Division
- Prepare the report to return licenses, license violation, infringement of license keys for Microsoft products
- Design and prepare reports for Sales and revenue year after year
Education
Bachelors - electrical and Electronics Engineering
Dayananda Sagar College of Engineering
Bangalore 08.2010 - 09.2014
Intermediate - Physics, Chemistry, Math's
DAV Public School
Sitamarhi, Bihar 02.2004 - 06.2009
Skills
Google Cloud Platform
Amazon Web Services
Python, Keras, Tensorflow
Microsoft SQL Server, Oracle,MySQL
Snowflake
Deep Learning
Airflow
PySpark
undefinedCertification
Microsoft SQL query certified professional
Awards
- 03/01/23, Super Lumen-Outstanding performance Award, Signify (Philips Lighting)
- 08/01/20, Star of the month awards, TCS
- 06/01/19, Outstanding Performance award, TCS
- 03/01/19, S-mile Award, Beyond Performance Awards, TCS
- 08/01/18, Star of the Month, Awards for Excellence, TCS
- 11/01/17, Applause, Beyond Performance Awards, TCS
- 07/01/16, Star of the Quarter, Awards for Excellence, TCS
- 02/01/16, Star of the Month, Awards for Excellence, TCS
- 11/01/15, The Spot Award, Awards for Excellence, TCS
- 06/01/15, Special Initiative, Beyond Performance Awards, Initiatives, TCS
- 08/01/15, Special Initiative, Beyond Performance Awards, Initiatives, TCS
Familiarity With Tools
- GitHub
- Bitbucket
- HTML
- CSS
- Hadoop
- MySQL
- H2O
- Data Robot
- Dataiku
- MATLAB
- Tableau
- Visual Studio
- Linux (Basic)
- Flask (ML API Creation)
- JIRA
- Confluence
- SAP
- AWS (Amazon Web Services)
- Generative AI
- C
- C++
- SCALA
- JAVA
Timeline
Data & Information Architect
Signify Innovation India Ltd
10.2022 - Current
Data Engineering Specialist
Accenture
05.2021 - 09.2022
IT Analyst
Tata Consultancy Service
01.2015 - 05.2021
Bachelors - electrical and Electronics Engineering
Dayananda Sagar College of Engineering
08.2010 - 09.2014
Intermediate - Physics, Chemistry, Math's
DAV Public School
02.2004 - 06.2009
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