AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Key Strengths

Demonstrated foundational understanding of various regression models (Simple, Multiple, Logistic, Multinomial)
Experience with statistical concepts like Hypothesis Testing and Probability Distributions
Exposure to advanced machine learning techniques such as Ensemble Methods and Decision Trees
Familiarity with Natural Language Processing (NLP) and Text Mining
Proficiency in Python and R for data analysis and model implementation

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are exclusively personal and focused on core machine learning algorithms and statistical concepts. While this shows initiative and a strong interest in the target role, there is no information regarding team collaboration, project diversity beyond core ML, or engagement in broader software development practices. This limits the assessment of cultural fit.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The candidate's profile primarily lists technical projects without details on collaboration, problem-solving approaches, or communication.

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Shahina Athar

Machine Learning

https://www.opentalent.in/shahina-athar

HyderabadMember since June 12, 2026

https://www.opentalent.in/shahina-athar

Top Skills

PythonRHTML

Skills

PythonRHTML

Projects

Survival-Analytics

January 21, 2022 – January 21, 2022

Survival-Analytics — GitHub repository

View Project

Multinomial-Regression

January 21, 2022 – January 21, 2022

Multinomial-Regression — GitHub repository

View Project

Logistic-Regression

January 20, 2022 – January 20, 2022

Multiple-Linear-Regression

January 19, 2022 – January 19, 2022

Multiple-Linear-Regression — GitHub repository

View Project

Simple-Linear-Regression

January 18, 2022 – January 18, 2022

Simple-Linear-Regression — GitHub repository

View Project

Hypothesis-Testing

January 16, 2022 – January 16, 2022

Hypothesis-Testing — GitHub repository

View Project

Probability-Distribution-CLT-Confidence-Interval

January 14, 2022 – January 14, 2022

Probability-Distribution-CLT-Confidence-Interval — GitHub repository

View Project

Text-Mining---NLP

January 12, 2022 – January 12, 2022

Text-Mining---NLP — GitHub repository

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Ensemble-Techniques

January 12, 2022 – January 12, 2022

Ensemble-Techniques — GitHub repository

View Project

Decision-Tree

January 11, 2022 – January 11, 2022

Decision-Tree — GitHub repository

View Project

Key Strengths

Demonstrated foundational understanding of various regression models (Simple, Multiple, Logistic, Multinomial)
Experience with statistical concepts like Hypothesis Testing and Probability Distributions
Exposure to advanced machine learning techniques such as Ensemble Methods and Decision Trees
Familiarity with Natural Language Processing (NLP) and Text Mining
Proficiency in Python and R for data analysis and model implementation

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The candidate's profile primarily lists technical projects without details on collaboration, problem-solving approaches, or communication.