P  O  R  T  F  O  L  I  O

I am proficient in data manipulation and cleaning, exploratory data analysis (EDA), and data visualization using tools like Tableau. My expertise extends to statistical analysis and business intelligence, enabling the extraction of actionable insights from complex datasets. I am skilled in extracting, selecting, and engineering features to enhance model accuracy and optimize performance. Additionally, I have a strong ability to evaluate model outcomes using metrics such as RMSE, R², precision-recall, and confusion matrices, complemented by experience in hyperparameter tuning to achieve robust predictive models. 

I have extensive experience managing network infrastructure projects for clients across the UK and APAC sectors. My expertise includes handling change management and incident management processes using tools like ServiceNow, ensuring seamless project execution and service continuity. Additionally, I am skilled in utilizing Aruba ClearPass Policy Manager (CPPM) for tasks such as MAC address whitelisting, enhancing network security and accessibility.

I have experience implementing both supervised and unsupervised machine learning algorithms, including regression, classification, clustering, and decision trees. Proficient in Python, I leverage its capabilities to develop robust machine learning models and automate workflows. My expertise extends to working with essential libraries such as NumPy and Pandas for data manipulation, Scikit-learn for model building, and Matplotlib and Seaborn for data visualization and exploratory analysis. 

Skilled at working on cloud platform like Microsoft Azure & Google cloud platform for Machine learning project.