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Data Science with less than a year in Java, Python, and Machine Learning.
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Assessing your cultural and operational fit
Motivated CSE data science student in java, python, web development and problem-solving looking for opportunities to apply my skills.
Sri Indu College of Engineering & Technology
Bachelor of Technology · CSE-Data science
October 1, 2022 – May 1, 2026
Narayana Junior College
Intermediate · MPC
June 1, 2020 – May 1, 2022
Akshara International School
CBSE
June 1, 2019 – April 1, 2020
Lung Cancer Prediction
March 1, 2025 – April 1, 2025
The use of machine learning models to predict lung cancer early, which is crucial for improving survival rates. It uses clinical, demographic, and imaging data (like CT scans) with algorithms such as Logistic Regression and Decision Trees, evaluated using accuracy, precision, and recall. The study shows that machine learning can support doctors in early diagnosis and can be further enhanced using deep learning for medical image analysis.
Optimal ambulance positioning for road accidents with deep embedded clustering
February 1, 2025 – March 1, 2026
cause many deaths, and pre-positioning ambulances instead of dispatching them only on Road demand can significantly reduce response time and save lives. It proposes a deep learning-based, clustering approach to predict optimal ambulance locations by analyzing geographical factors and accident patterns. The proposed system performs better than traditional methods, achieving 95% accuracy with k-fold cross-validation and an improved distance score, proving its effectiveness.
Best Final Year Project – Optimal ambulance positioning for road accidents with deep embedded clustering
Sri Indu College
January 1, 2026 – Present
Training Certificate
Unknown
January 1, 2024 – Present
Cultural Fit Analysis
The candidate's projects are academic and focused on data science applications, which aligns with the target role. The diversity of projects is limited to two academic data science projects. The candidate is still pursuing a Bachelor's degree, indicating a foundational level of experience. There is no information to assess cultural fit beyond academic alignment.
Soft Skills & Operational Fit
The resume mentions 'Communication' and 'Teamwork' as soft skills. However, there is no operational experience or team-based project descriptions to validate these claims. The candidate is currently an undergraduate student with no professional work experience.