Suraj | Statistical Data Analyst & ML Engineer

About Me

I am a Data Engineering and Machine Learning enthusiast, currently a graduate with a Master's degree in Statistical Data Analytics and Computing Sciences, with a strong interest in transforming complex data into meaningful insights. My expertise includes statistical analysis, feature engineering, classification modelling, and evaluation using structured experimentation and validation techniques.

I enjoy exploring new technologies, improving my technical skills, and developing data-driven solutions. Beyond my professional interests, I enjoy spending time in nature, exploring new places, and experiencing local wildlife and cultures, especially the local cuisine.

Selected Projects

ML Churn Dashboard

End-to-end churn prediction system with feature engineering, classification modeling, and dashboard-driven business insights.

Logistic Regression · Random Forest · ROC-AUC View Project →

Credit Card Fraud Detection

Fraud detection model optimized for high recall in highly imbalanced datasets. Applied precision-recall tradeoff analysis to reduce financial risk.

Imbalanced Learning · F1 Score · Precision/Recall View Project →

ML Analysis – Wine Dataset

Comparative classification study with feature selection, cross-validation, and performance benchmarking.

Model Comparison · Cross Validation View Project →

Object Detection

Implemented computer vision detection pipeline using Python, exploring feature extraction and detection accuracy.

Computer Vision · Image Processing View Project →

PCA & Model Selection

Applied dimensionality reduction techniques to improve model efficiency and compared multiple classifiers for optimal performance.

PCA · Model Optimization · Pipeline Design View Project →

Statistical Data Analyst & Machine Learning Engineer