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Assessing your cultural and operational fit
MES Architect
Over 13 years of IT experience in software analysis, design and development for various software applications in client-server environment with 3 years of experience in MES manufacturing system, 4 years experience in forecasting sales for the North America's leading food industry over 6 years experience in providing Business intelligence solutions in Data Warehousing for decision Support Systems and OLAP application development in Windows and UNIX Platforms. Over Four years of solid experience in the Analysis, Design and Development of Data Warehousing solutions and in developing strategies for Extraction, Transformation and Loading (ETL) mechanism using Ab Initio and MSBI. Working on Datascience - machine learning concepts and created some sample algorithms https://github.com/ArunkumarManoharan/Machine-learning-using-Python-and-R Hold the certificate issued from Stanford university for machine learning and worked on some competition in Kaggle
Amity University
Master of Business Administration - MBA, Operation and production management
January 1, 2022 – December 1, 2024
ANNA UNIVERSITY - India
Bachelor of Engineering - BE, Electrical, Electronics and Communications Engineering
July 1, 2007 – April 1, 2011
Tata Consultancy Services
MES Architect
July 1, 2023 – Present
On-site
Tata Consultancy Services
Subcluster Lead
April 1, 2018 – January 1, 2025
On-site
Tata Consultancy Services
Mainframe Development Lead
November 1, 2015 – April 1, 2018
On-site
Tata Consultancy Services
Mainframe Developer
January 1, 2012 – November 1, 2015
On-site
Serverless Machine Learning with Tensorflow on Google Cloud Platform
Coursera
June 24, 2026 – Present
Machine Learning
Coursera
June 24, 2026 – Present
Machine Learning A-Z™: Hands-On Python & R In Data Science
Udemy
June 24, 2026 – Present
Cultural Fit Analysis
The candidate has a long tenure at a single large organization, indicating stability and loyalty. Their experience spans various roles from developer to architect and lead, showing adaptability and growth within a corporate structure. However, the direct relevance of their extensive manufacturing execution systems (MES) and mainframe background to an NLP Engineer role is limited, which might impact cultural fit for a highly specialized AI/ML team without significant upskilling.
Soft Skills & Operational Fit
The candidate demonstrates strong leadership, problem-solving, and project management skills through their various roles at Tata Consultancy Services. Their experience in coordinating with internal IT teams and third-party vendors suggests good collaboration and operational fit for complex environments. The MBA indicates a strategic and business-oriented mindset.