AI / Machine Learning

Python for ML/Data78%
Data Analysis & Pandas80%
ML Fundamentals65%
Prompt Engineering / LLM Tooling70%

Backend Development

Java85%
Python82%
SQL88%
REST API Design75%

Frontend Development

HTML5 & CSS384%
JavaScript (ES6+)76%
Responsive / Mobile-First Design80%

Cloud & Infrastructure (AWS)

AWS (EC2, S3, RDS)74%
Oracle Database80%
PostgreSQL82%
Windows Server / Network Admin85%

Testing & QA

Selenium WebDriver90%
SDET / Test Automation88%
Manual & Regression QA92%
Test Planning & Strategy85%

DevOps & Tools

Git / Version Control85%
CI/CD Pipelines68%
Jira / Test Management88%

Soft Skills & Leadership

Team & Operations Leadership95%
Cross-functional Project Coordination92%
Vendor & Stakeholder Management90%
Mentoring & Training88%