Soniya Singh

Python Engineer

https://www.opentalent.in/soniya-singh

IndiaMember since December 15, 2025

Key Strengths

Demonstrated foundational understanding of Python for data manipulation and analysis, including libraries like Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, and Folium.
Experience in developing data pipelines and creating dynamic visualizations for air quality and restaurant data.
Exposure to machine learning concepts, predictive modeling, and statistical analysis through academic projects and a brief internship.
Familiarity with version control (GitHub) and reproducible analysis environments (Jupyter Notebook).
The candidate's skills align with entry-level data-centric Python roles, particularly in data analysis and data science.

Cultural & Operational Fit

Cultural Fit Analysis

Insufficient data due to a zero score on the psychometric test, which specifically evaluates work attitude and team collaboration. This raises significant concerns regarding cultural fit without further assessment.

Soft Skills & Operational Fit

Insufficient data due to a zero score on the psychometric test, which evaluates logical reasoning, work attitude, stress handling, and team collaboration. While the resume mentions 'Advanced communication skills,' this is contradicted by the English test score.

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Key Strengths

Demonstrated foundational understanding of Python for data manipulation and analysis, including libraries like Pandas, NumPy, Scikit-learn, Matplotlib, Seaborn, and Folium.
Experience in developing data pipelines and creating dynamic visualizations for air quality and restaurant data.
Exposure to machine learning concepts, predictive modeling, and statistical analysis through academic projects and a brief internship.
Familiarity with version control (GitHub) and reproducible analysis environments (Jupyter Notebook).
The candidate's skills align with entry-level data-centric Python roles, particularly in data analysis and data science.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Soniya Singh

Key Strengths

Cultural & Operational Fit

Skills

Experience

Key Strengths

Cultural & Operational Fit