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Sofiya Sultana

Data Science | Passionate about Machine Learning, Data Analytics & Real-World Insights | Python | SQL | Excel | EDA | Visualization

Secunderābād

< 1 year of work experience

Conducted by Dr. G S R Murthy, Retired Professor, Indian Statistical Institute
- NowPresent

Completed intensive 2-month training covering foundational to advanced ML concepts using Python.
Mahindra University
20251 yr 5 mosPresent

Applied clustering algorithms (K-Means) for customer segmentation and pattern discovery in large-scale datasets. Implemented Decision Tree classifiers to enhance predictive accuracy and interpretability of structured data.
Infosys Springboard
Nov 20253 mosJan 2026

• Built an NLP pipeline (tokenisation, stop-word removal, TF-IDF, EDA) on 100+ research documents to automate summarisation and generate structured business insights, significantly reducing manual review effort • Performed large-scale text preprocessing and exploratory analysis to identify recurring themes across document corpora for knowledge management reporting
Mahindra University, Hyderabad
May 20253 mosJul 2025

• Applied K-Means clustering and Decision Tree models to customer datasets to identify behavioural segments and actionable trends for business strategy • Conducted comparative model evaluation using accuracy, precision, recall, F1-score, and ROC-AUC; documented findings and recommendations for the research team
Cybersecurity
May 20252 mosJun 2025

• Hands-on training in EDA, regression analysis, hypothesis testing, and model evaluation techniques at India's premier statistics and data science institution
GitHub
@sofiyasultana208-cmd

Education

GITAM Deemed University

Master of Science - MS(Data Science), Data Science

GITAM Deemed University

20242 yrs2026
Bhavans College

Bachelor of computer science, Computer Science

Bhavans College

20213 yrs2024

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Sofiya Sultana on Tal

Headline

Data Science | Passionate about Machine Learning, Data Analytics & Real-World Insights | Python | SQL | Excel | EDA | Visualization

Location

Secunderābād

Work experience

Program Specialist at Conducted by Dr. G S R Murthy, Retired Professor, Indian Statistical Institute, Completed intensive 2-month training covering foundational to advanced ML concepts using Python.

Machine Learning Specialist at Mahindra University, 2025 - Present · 1 yr 5 mos, Applied clustering algorithms (K-Means) for customer segmentation and pattern discovery in large-scale datasets. Implemented Decision Tree classifiers to enhance predictive accuracy and interpretability of structured data.

Data Specialist at Infosys Springboard, Nov 2025 - Jan 2026 · 3 mos, • Built an NLP pipeline (tokenisation, stop-word removal, TF-IDF, EDA) on 100+ research documents to automate summarisation and generate structured business insights, significantly reducing manual review effort • Performed large-scale text preprocessing and exploratory analysis to identify recurring themes across document corpora for knowledge management reporting

Machine Learning Intern at Mahindra University, Hyderabad, May 2025 - Jul 2025 · 3 mos, • Applied K-Means clustering and Decision Tree models to customer datasets to identify behavioural segments and actionable trends for business strategy • Conducted comparative model evaluation using accuracy, precision, recall, F1-score, and ROC-AUC; documented findings and recommendations for the research team

Program Specialist at Cybersecurity, May 2025 - Jun 2025 · 2 mos, • Hands-on training in EDA, regression analysis, hypothesis testing, and model evaluation techniques at India's premier statistics and data science institution

Education

Master of Science - MS(Data Science), Data Science, GITAM Deemed University

Bachelor of computer science, Computer Science, Bhavans College

Public links

github: https://github.com/sofiyasultana208-cmd

Sofiya Sultana - Program Specialist in Secunderābād | Tal