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Data Science with 1+ years in Python, ML & AI
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Assessing your cultural and operational fit
Results-driven Data Science professional with hands-on experience in Python, Java, Machine Learning, and Deep Learning. Skilled in building end-to-end ML pipelines, real-time applications, and data-driven solutions. Currently working as a Junior Software Engineer, combining software development expertise with advanced data science capabilities to deliver scalable, impactful AI solutions.
JSS Science and Technology, Mysuru
M.Sc (Data Science) · Data Science
August 1, 2023 – June 30, 2025
BGS First Grade College
BCA
N/A – June 30, 2023
Delta PU College
PUC (12th)
N/A – May 31, 2019
Pragathi Educational Institution, Saraguru
SSLC (10th)
N/A – May 31, 2017
Navabharath Technologies
Junior Software Engineer
February 1, 2025 – Present
India
A Cube - Alpha Ace Academy
Data Science Intern
November 1, 2024 – January 1, 2025
India
Signs of the Palace - Real-Time Video Classifier
June 18, 2026 – Present
Engineered a deep learning pipeline using CNN for spatial feature extraction and LSTM for temporal sequence analysis. Trained model across 29 object categories with 75 training videos each, achieving robust multi-class classification. Built an interactive Streamlit web app with a Flask backend enabling real-time video predictions.
Crop Recommendation System
June 18, 2026 – Present
Designed and trained an ML classification model to recommend optimal crops based on soil composition and weather parameters. Applied feature engineering and cross-validation to improve model accuracy and generalization.
Vehicle Fuel Efficiency Prediction
June 18, 2026 – Present
Built a regression model to predict fuel efficiency (MPG) using engine power, RPM, and other vehicle attributes. Conducted EDA and feature selection to identify key predictors influencing efficiency.
Speech-to-Text & Text-to-Speech System
June 18, 2026 – Present
Developed a Python application integrating speech recognition and voice synthesis capabilities for real-time audio I/O. Implemented error handling and voice customization features for improved usability.
Data Science Internship
A Cube - Alpha Ace Academy
November 1, 2024 – January 1, 2025
M.Sc Data Science Program
JSS Science and Technology University
January 1, 2023 – January 1, 2025
Cultural Fit Analysis
The candidate's academic projects demonstrate a proactive approach to learning and applying diverse data science techniques. The internship and current junior software engineer role show an interest in both data science and software development, which can be beneficial for cross-functional teams. The variety of projects (video classification, crop recommendation, fuel efficiency, speech systems) indicates a broad interest in applying ML to different domains. However, the experience level is entry-to-junior, which might require more mentorship in a senior-level team.
Soft Skills & Operational Fit
The candidate's project descriptions suggest an ability to work on complex problems independently and present findings. The 'Junior Software Engineer' role implies collaboration and participation in code reviews, which are positive indicators for operational fit. However, without direct assessment data, specific soft skills like leadership, conflict resolution, or advanced teamwork cannot be definitively evaluated.