My Journey
I'm currently pursuing my Master's in Data Science, building upon a strong foundation in Information Technology from my Bachelor's degree. My journey into data science began during my undergraduate studies when I discovered the power of data-driven decision making in IT projects.
My background in IT has given me a unique perspective on data science, emphasizing not just analysis but also implementation, scalability, and practical applications. I believe that the most impactful data science solutions are those that can be effectively integrated into real-world systems.
My research interests lie at the intersection of machine learning and information systems, particularly in developing scalable solutions for data-intensive applications and improving data governance through automated systems.
View My Projects
Education
My academic journey and learned courses
MSc in Data Science
Currently pursuing my Master's degree with a focus on Machine Learning, Statistical Modeling, and Big Data Analytics. Coursework includes Advanced Machine Learning, Data Mining, Natural Language Processing, and Linear Algebra for Data Science.
Institute: SIES College of Commerce and Economics
BSc in Information Technology
Completed my Bachelor's degree , focusing on Object Oriented Programming, DSA, Applied Mathematics, Database Systems, Software Engineering, and Web Development.
University: SIES College of Arts, Science and Commerce
My Data Science Approach
How I approach problems and projects in data science
Problem Understanding
I begin by thoroughly understanding the business problem, ensuring that the data science solution aligns with actual needs and provides measurable value.
Data Exploration & Preparation
Comprehensive data exploration and cleaning to ensure data quality. I believe that good data preparation is fundamental to successful models.
Model Development & Evaluation
Developing appropriate models with careful feature engineering, followed by rigorous evaluation using appropriate metrics for the specific problem.
Implementation & Deployment
Focus on creating solutions that can be deployed and maintained in production environments, drawing from my IT background to ensure scalability.