All credentials below are backed by verified PDF records, course registry identifiers, and issuing authority validation.
Fundamental methodologies of modern data science, exploratory data pipelines, tabular manipulation, and predictive machine learning models.
Object-oriented Python paradigms, numerical array processing with NumPy, relational dataframe manipulation with Pandas, and data visualization.
Intensive practical internship covering human-computer interaction, cognitive design heuristics, responsive wireframes, design system tokens, and user flow validation.
Foundations of Prompt Engineering completion certificate awarded to Ashwath Shiva by AWS Training & Certification.
Two-month course completion certificate on Data Science with Python offered by TechMaghi.
Internship in Python Full Stack Development completed with Zoople Technologies, Kochi, gaining hands-on experience in full-stack architecture, backend and frontend development, and core software engineering workflows.
15-day internship covering Python programming and Data Science, including data structures, machine learning techniques, and projects such as a recommendation engine, interactive logic, and fake news detection.
Currently advancing coursework in high-dimensional vector embeddings, transformer architectures, asynchronous microservices, and audio acoustic processing.