About
M.Sc. Statistics student with strong expertise in data analysis, econometrics, and machine learning. Skilled in Python, SQL, and Advanced Excel. Experienced in time series analysis, regression modeling, and hypothesis testing. Passionate about applying statistical and analytical techniques to solve real-world economic and financial problems.
Skills & Expertise (22)
Work Experience
Statistical Methods in Image Processing
Optiscisolutions (in collaboration with Dnnovate Technologies)
Feb 2025 - Apr 2025
Optimized image segmentation for industrial defect detection by implementing Adaptive thresholding and Otsu’s method, improving feature extraction accuracy across varying lighting conditions in real-world datasets. Engineered automated texture analysis workflows using GLCM and SSIM to quantify image quality and noise levels, utilizing Python (OpenCV) to replace manual inspection protocols. Leveraged advanced statistical measures (Skewness, Kurtosis, and Histogram Equalization) to characterize pixel distributions, enhancing the sensitivity of anomaly detection and pattern recognition models.
Education
M.Sc. Statistics - Institute of Science, Nagpur
2024 - 2026 · India
Certifications
Swayam plus
IIT Madras Pravartak · 2026
This certification course provides a foundational understanding of Artificial Intelligence and Machine Learning, along with practical exposure to Python for data science. It covers key concepts such as data handling, visualization, descriptive and inferential statistics, linear algebra, and optimization techniques. The course also includes hands-on experience with libraries like NumPy and Pandas, and introduces core machine learning methods including regression, classification, clustering, PCA, and neural networks through case studies and practical assignments.
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Skills (22)
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