Manuj S.

Manuj S.

Data Engineer

Gurgaon, India
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About Me

Manuj is a Senior Data Engineer with 11+ years of experience taking large, disparate data sets and building them into flexible and scalable analytics applications and databases on projects. He collects, organizes, manipulates, extracts value from large datasets and shares insights that enable faster, better, data-informed decision-making. He adopts machine learning and deep learning techniques on projects - optimizing data pipeline performance and troubleshooting issues.

Work history

UpStack
UpStack
Data Engineer
2021 - Present (3 years)
Remote
  • Conducts complex data analysis and reports on results, including building algorithms and prototypes.

  • Works on enhancing data quality and reliability, also managing opportunities for data acquisition.

  • Ensures high-quality deliverables and implements security best practices in fast-paced environments

AnalytixLabs
AnalytixLabs
Data Engineer
2018 - Present (6 years)
Gurgaon, India
  • Manage the end-to-end implementation of several web apps and software - implementing real-time data analytics features for clients.

  • Design and develop highly reusable and automated solutions for data extraction - manipulating, cleaning and validating data.

  • Implemented a learning management system with data integrations to handle users, employees, web meetings, and videos.

American Express
American Express
Lead Business Analyst
2017 - 2018 (1 year)
Gurgaon, India
  • Implemented processes to handle data management, exploratory analysis and predictive modelling for American Express.

  • Designed and implemented improvements to optimize data delivery and ensure greater scalability on projects.

  • Worked on the infrastructure required for optimal extraction and transformation of different datasets on the project.

eClerx
eClerx
Associate Process Manager
2013 - 2016 (3 years)
Chandigarh, India
  • Led the team to build analytics tools for a Fortune 50 client - working on data mining to provide actionable insights.

  • Built data models to extract data from various databases for eClerx - leveraging SAS/SQL to clean, manipulate and validate data.

  • Mined and analyzed data from company databases to generate weekly and monthly reports for stakeholders.

Infosys Limited
Infosys Limited
Test Engineer
2010 - 2013 (3 years)
Mysore, India
  • Worked with complex SQL queries to fetch data for analysis and reporting and delivered 20+ VBA tools for projects.

  • Defined test requirements and implemented automated test cases and processes on projects.

  • Analyzed and automated different business flows and data for Infosys - reducing manual processes by 83%.

Portfolio

Email Classification based on NLP
Email Classification based on NLP

The objective was to create a real-time solution to detect the category of the emails and tag them accordingly. Working on framework/solution for email classification based on the email content using machine learning algorithms and NLP concepts. Integration and management of emails from multiple email providers to have a solution that is both scalable and reliable for real-time tracking.

Customer segmentation for Premium Customers
Customer segmentation for Premium Customers

The project involved the classification of customers in different behavioral segments, which can help clients to understand customer usage patterns and identify cross-sell, up-sell opportunities, and identify the gaps. Customer segmentation using K means cluster and factor analysis. Identified X different segments that helped businesses to propose the specific product for relevant users and manage the resource allocation (relationship managers/offers etc) effectively.

Learning Management System
Learning Management System

Created an online learning management platform to handle the end-to-end functionality of an Edu-Tech organization. Owned the product for end-to-end implementation of the learning management system for handling users, employees, web meetings, videos, and their integrations.

Education

Bachelor of Technology in Electrical, Electronics and Communication Engineering
Bachelor of Technology in Electrical, Electronics and Communication Engineering
Punjabi University,
2006 - 2010 (4 years)