Nikhil Naganur
@nikhilnaganur
Data Scientist at CloudBloom Systems
Bangalore
Experienced Data Scientist with over 2 years of industry expertise in statistical modeling, computer vision, and neural networks. Proficient in statistical analysis, data analytics, and feature engineering, Nikhil has a demonstrated background in utilizing Machine Learning, Deep Learning, and NLP techniques for model building and data-driven insights. He is skilled in end-to-end model development and committed to solving complex business problems through collaborative teamwork.
Experience
Data Scientist
CloudBloom Systems
Gained extensive hands-on experience with object detection, object segmentation, and computer vision techniques using YOLO models and SAM. Handled data cleaning, preprocessing, and statistical modeling including regression and predictive modeling. Utilized dimensionality reduction (PCA, t-SNE) and clustering methods to improve image embedding representation. Specialized in text data analysis applying NLP techniques such as sentiment analysis and named entity recognition.
Data Scientist
AI Variant
Identified valuable data sources and automated data collection processes. Constructed predictive models using Machine Learning and Deep Learning algorithms. Leveraged Ensemble Learning and performed Hyperparameter tuning to enhance model performance. Worked on time series forecasting using ARIMA and SARMAX models.
Education
KLE Society's Lingaraj College, Belgaum
Master of Commerce
Commerce
KLE Society's Lingaraj College, Belgaum
Bachelor of Commerce
Commerce
Licenses & Certifications
Data Science Certification
ExcelR
Text Analytics Certification
IBM