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Data Science with less than a year in Python, Machine Learning & Statistical Analysis.
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Assessing your cultural and operational fit
Data Scientist with Statistics degree and practical machine learning expertise, focused on developing Python-based predictive models. Built and deployed classification algorithms using statistical analysis and data preprocessing techniques to transform complex datasets into strategic business solutions.
Kannur University
Bachelor of Science · Statistics
June 1, 2020 – May 1, 2023
Bharath Sanchar Nigam Limited (BSNL)
Graduate Apprentice
January 1, 2026 – Present
India
Rubixe AI
Data Science Intern
June 1, 2024 – December 1, 2024
India
Employee Performance Prediction
November 1, 2024 – January 1, 2025
Analyzed employee performance data using Python and Pandas to identify key factors affecting productivity, delivering insights on employee satisfaction and work-life balance to improve team performance. Built and optimized Random Forest machine learning model using Scikit-learn achieving 82% accuracy in predicting employee performance ratings, implementing cross-validation and model evaluation techniques to reduce hiring decision time by 25%.
A Study on Occupational Hazards and Social Conditions of Arayan Community
January 1, 2023 – March 1, 2023
Conducted comprehensive statistical analysis on Arayan fishing community using simple random sampling methodology, applying Chi-Square Test for Independence (p < 0.05) to identify significant associations between age, education, income, and occupational hazards affecting Kerala's coastal fishing population. Utilized R Programming and Excel for advanced data visualization and statistical modeling, delivering detailed research findings that revealed 94.16% male participation in fishing activities and identified strong winds/high waves as primary occupational hazards, providing evidence-based recommendations for government policy interventions.
Certified Data Scientist (CDS)
International Association of Business Analytics Certification (IABAC)
June 12, 2026 – Present
Data Visualization: Empowering Business with Effective Insights
Tata Group (Forage)
June 12, 2026 – Present
Data Visualization Certification
OneRoadmap
June 12, 2026 – Present
Certified Data Scientist Course
DATAMITES
November 1, 2023 – May 1, 2024
Cultural Fit Analysis
The candidate's academic project on the Arayan Community shows an interest in applying data science for social impact, indicating a potential alignment with organizations that value societal contributions. The personal project on Employee Performance Prediction and the internship at Rubixe AI demonstrate initiative and a focus on business-oriented problem-solving. The breadth of certifications also suggests a proactive approach to learning and professional development, which aligns with a culture of continuous improvement.
Soft Skills & Operational Fit
The candidate demonstrates an ability to work with diverse datasets and apply statistical methods to real-world problems. Their experience in coordinating cross-team operations and handling customer interactions at BSNL suggests a foundational level of operational fit and communication skills. The project descriptions indicate an understanding of delivering business recommendations, which is crucial for a Data Science role.