Arnuri Channa Krishna

Gwalior, Madhya Pradesh, India

Since February 17, 2026

Skills

PythonMysqlAdvanced Excel (VBA)Power BIMachine LearningSnowflakeHR AnalyticsGit-GitHubStatisticsData ModelingData InterpretationData PreprocessingReport WritingCommunication

Key Strengths

Strong foundational knowledge in Python and SQL, demonstrated through multiple data analysis and machine learning projects.
Practical experience with data cleaning, feature engineering, and dashboard development using Python libraries (Pandas, NumPy, Scikit-Learn) and Power BI.
Good academic record (CGPA 8.6/10) in Computer Science and Engineering, indicating strong learning potential.
Relevant project experience aligns well with the data analysis and Python aspects of the target intern role.

Skill Analysis

Python Programming, Data Analysis & Algorithms

★★★★★

58%

The candidate scored 58% on the Python Internship Test, indicating a basic grasp of Python and data analysis concepts but significant weaknesses in areas like algorithms, unit testing, and streaming data, which are crucial for robust development.

Python 3.xData Analysis with PythonPandasNumPyScikit-LearnAlgorithmsUnit-TestingStreaming-Data

Strengths

Demonstrated foundational understanding of Python syntax and basic data manipulation using libraries like Pandas.
Capable of applying Python for data analysis tasks as shown in projects.

Limitations

Limited proficiency in advanced Python concepts, algorithms, and unit testing.
Performance in streaming data concepts appears weak.
The 58% score indicates gaps in fundamental areas required for robust development.

Cultural & Operational Fit

Cultural Fit Analysis

The psychometric test score of 57% indicates an average cultural fit. This suggests the candidate may align adequately with some aspects of the evaluation focus (logical reasoning, work attitude, stress handling, team collaboration) but might require development or closer assessment in others to fully integrate into a fast-paced or highly collaborative environment.

Soft Skills & Operational Fit

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