Suhani Goyal

Gwalior, Madhya Pradesh, India

Since February 14, 2026

Skills

PythonRest ApiJavaScriptSQLJavaAWSTesting

Experience

e-Biz Technocrats Pvt. Ltd.

Software Development Intern

June 1, 2025 – July 1, 2025

Key Strengths

Familiarity with Python, Django, and Django REST Framework through academic projects.
Exposure to Machine Learning and Natural Language Processing concepts (scikit-learn, Pandas, NumPy, spaCy, NLTK).
Basic understanding of AWS Cloud services as indicated by a foundational training badge.
Experience in collaborative environments through an internship and hackathon leadership.
Academic projects demonstrate an interest in web development and data processing, aligning with a Python Engineer role.

Skill Analysis

Junior Python Development

★★★★★

31%

The candidate scored 31% on the 'Junior Python Developer' test, indicating a very limited grasp of fundamental Python development skills, including data analysis, unit testing, algorithms, and streaming data, which are essential for even an entry-level role.

Data Analysis with PythonPython 3.xUnit-TestingalgorithmsStreaming-Data

Strengths

Demonstrates a very basic familiarity with Python syntax.

Limitations

Significant gaps in core Python concepts, including data structures and algorithms.
Limited understanding of data analysis techniques using Python.
Lack of proficiency in unit testing principles and implementation.
Insufficient knowledge of streaming data concepts and processing.
Overall performance indicates a foundational understanding is not yet solid for a junior role.

Cultural & Operational Fit

Cultural Fit Analysis

The psychometric test score of 0% indicates either non-completion or a complete failure across all evaluated areas, including work attitude and team collaboration. This provides no positive data for assessing cultural fit and raises significant concerns.

Soft Skills & Operational Fit

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