Career & Experience
Professional Experience
From enterprise software engineering to applied machine learning and AI systems — experience building, testing, and scaling real-world solutions.

Graduate Student Hourly
Clemson University
Clemson, SC, USA
Research & TeachingData Science · School of Computing
- Designed and developed Jupyter Notebook-based labs and assignments for a graduate-level Applied Data Science course
- Built automated grading pipelines using nbgrader reducing manual effort
- Developed hands-on exercises covering data preprocessing, outlier detection (IQR, Z-score), model selection, cross-validation, feature selection, and PCA
- Implemented automated validation and testing logic to ensure consistent evaluation of student submissions
- Supported students through weekly office hours, debugging ML workflows and help clarifying core concepts
- Collaborated with faculty on curriculum design and course deployment on Coursera
- Debugged and resolved autograder and grading pipeline issues via Salesforce tickets, implementing fixes, validating outputs, and deploying updated notebook versions
PythonJupyterscikit-learnPandasNumPy

Software Test Engineer
Amdocs
Pune, India
Software EngineeringSoftware Engineering & QA · Telecom Systems
- Performed end-to-end, regression, and API testing for enterprise-scale telecom systems serving AT&T
- Designed test cases and validation strategies for new feature releases based on product requirements and stakeholder discussions
- Automated test workflows using Postman and proprietary tools, improving testing efficiency and coverage
- Collaborated with cross-functional global teams (US & India) in Agile environments to ensure smooth release cycles
- Participated in feature planning, requirement analysis, and system validation across multiple production releases
PostmanSelenium