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Tamanna Dhingra

Data Operations Analyst @ GFK-NIQ

Gurugram

2+ years of work experience

GfK - An NIQ Company
Apr 20251 yr 3 mosPresent

Gurugram

Driving global market intelligence operations through large-scale data processing, validation, visualization, quality checks, and sales trend analysis to deliver actionable insights and support data-driven business decisions for global brands. Improving data quality and operational efficiency through data cleaning, normalization, transformation, validation, and enterprise-scale quality control processes across large sales datasets. Contributed to an AI/ML-driven automation initiative by building a machine learning model to automate translation-check and intelligent product-matching workflows, helping reduce manual effort, improve productivity, and streamline validation processes.
Maruti Suzuki India Limited
Jan 20253 mosMar 2025

Gurugram, Haryana, India

Interned at the IT department of Gurgaon manufacturing plant, contributing to backend operations and database optimization. I collaborated with the IT team to streamline database processes, optimize stored procedures, and update legacy PL/SQL code to align with modern system standards. This experience deepened my understanding of enterprise-level IT infrastructure and data handling.
Symbiosis Institute of Computer Studies and Research
Oct 20231 yr 1 moOct 2024

Pune, Maharashtra, India

Took on a leadership role as the program representative of my course and a member of student council in my college, managed significant college events as the event head and worked towards fostering a positive and inclusive campus environment. Additionally, I actively volunteered in college student council, playing a key role in organizing college events and initiatives aimed at enhancing student engagement, promoting cultural diversity and academic excellence.
Haryana Police
Jun 20242 mosJul 2024

Gurugram, Haryana, India

During this month-long internship, I gained insights into cutting-edge technologies such as blockchain, networking, ethical AI, various other aspects of cybersecurity and industry standards, delivered by national-level cybersecurity professionals and experts. I had the unique opportunity to work closely with industry experts and develop impactful projects. Under the guidance of Dr. Rakshit Tandon, I developed a Fake News Classification System utilizing NLP and machine learning techniques, which involved data preprocessing, feature extraction, and model evaluation to effectively classify news articles.

Education

J.C. Bose University of Science and Technology, YMCA

Post Graduate Diploma, Data Science and Analytics

J.C. Bose University of Science and Technology, YMCA

20251 yr2026
Symbiosis Institute of Computer Studies and Research

Bachelor of Computer Applications(Honours)-BCA(Hons.), Computer Science with a specialisation in AI/ML

Symbiosis Institute of Computer Studies and Research

20223 yrs2025

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Headline

Data Operations Analyst @ GFK-NIQ

About

I’m a Data Operations Analyst at NIQ-GfK with a BCA (Hons.) specialization in AI/ML from Symbiosis Institute of Computer Studies and Research. I work on global market intelligence operations involving data cleaning, validation, analytics, reporting, and quality checks on large-scale sales datasets using Python, SQL, Advanced Excel, Pandas, and visualization tools. I also contributed to an AI/ML automation initiative focused on automating translation-check and intelligent product-matching workflows using NLP, regex validation, semantic similarity, and web scraping techniques. Passionate about Data Science, AI, analytics, and process optimization, I enjoy building data-driven solutions that improve efficiency and support smarter business decisions.

Location

Gurugram

Work experience

Data Operations Analyst at GfK - An NIQ Company, Apr 2025 - Present · 1 yr 3 mos, Gurugram, Driving global market intelligence operations through large-scale data processing, validation, visualization, quality checks, and sales trend analysis to deliver actionable insights and support data-driven business decisions for global brands. Improving data quality and operational efficiency through data cleaning, normalization, transformation, validation, and enterprise-scale quality control processes across large sales datasets. Contributed to an AI/ML-driven automation initiative by building a machine learning model to automate translation-check and intelligent product-matching workflows, helping reduce manual effort, improve productivity, and streamline validation processes.

Information Technology Trainee at Maruti Suzuki India Limited, Jan 2025 - Mar 2025 · 3 mos, Gurugram, Haryana, India, Interned at the IT department of Gurgaon manufacturing plant, contributing to backend operations and database optimization. I collaborated with the IT team to streamline database processes, optimize stored procedures, and update legacy PL/SQL code to align with modern system standards. This experience deepened my understanding of enterprise-level IT infrastructure and data handling.

Program Representative (BCA) at Symbiosis Institute of Computer Studies and Research, Oct 2023 - Oct 2024 · 1 yr 1 mo, Pune, Maharashtra, India, Took on a leadership role as the program representative of my course and a member of student council in my college, managed significant college events as the event head and worked towards fostering a positive and inclusive campus environment. Additionally, I actively volunteered in college student council, playing a key role in organizing college events and initiatives aimed at enhancing student engagement, promoting cultural diversity and academic excellence.

Summer Intern (GPCSSI-2024) at Haryana Police, Jun 2024 - Jul 2024 · 2 mos, Gurugram, Haryana, India, During this month-long internship, I gained insights into cutting-edge technologies such as blockchain, networking, ethical AI, various other aspects of cybersecurity and industry standards, delivered by national-level cybersecurity professionals and experts. I had the unique opportunity to work closely with industry experts and develop impactful projects. Under the guidance of Dr. Rakshit Tandon, I developed a Fake News Classification System utilizing NLP and machine learning techniques, which involved data preprocessing, feature extraction, and model evaluation to effectively classify news articles.

Education

Post Graduate Diploma, Data Science and Analytics, J.C. Bose University of Science and Technology, YMCA

Bachelor of Computer Applications(Honours)-BCA(Hons.), Computer Science with a specialisation in AI/ML, Symbiosis Institute of Computer Studies and Research