Data Science with less than a year in Python, SQL & Machine Learning.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
I am a 2025 B.Tech graduate in Computer Science Data Science with skills in Python and SQL. I am seeking an entry-level Data Science role to apply my experience in building analytical models and sentiment analysis. As an immediate joiner, I am fully prepared to relocate for the right opportunity.
Sri Chaitanya Techno School
CBSE
N/A – May 31, 2021
Heritage Institute of Technology
B.Tech · Computer Science & Data Science
N/A – June 30, 2025
Edunet Foundation
Data Science Trainee
May 1, 2024 – June 30, 2024
India
Movie Recommendation System
March 1, 2026 – June 1, 2026
Developed a Content-Based Recommendation System using Vectorization and Cosine Similarity to suggest movies based on metadata similarity. Engineered a robust data pipeline to merge genres, overviews, and taglines into a unified "Tags" column for text-based similarity matching. Deployed the model as a full-stack web application using FastAPI for the backend engine and Streamlit for a responsive user interface.
Sentiment Analysis of Amazon Product Reviews
November 1, 2025 – June 1, 2026
Analyzed 5000+ customer reviews to identify sentiment trends and patterns. Implemented Text Preprocessing workflows, including Tokenization, Stop-word removal, and Lemmatization, to enhance model accuracy. Extracted insights from customer feedback to understand positive and negative sentiment distribution.
Cultural Fit Analysis
The candidate's academic projects and internship align well with an entry-level Data Science role, indicating a strong interest and foundational understanding. The diversity of projects (NLP, recommendation systems, data cleaning/visualization) suggests a broad exposure to different data science applications. The mention of participation in a 'Space Challenge' indicates an interest in innovation and teamwork, which are positive cultural indicators. However, the experience level is very junior, which might require significant mentorship.
Soft Skills & Operational Fit
The candidate demonstrates a proactive attitude through participation in academic projects and an internship. The ability to work on diverse projects like sentiment analysis and recommendation systems suggests adaptability. The deployment of a full-stack application indicates a practical, results-oriented approach. However, without specific psychometric test results, a detailed assessment of stress handling, logical reasoning, and team collaboration is not possible.