Through my freelance training under Tamil Nadu's Naan Mudhalvan initiative, I’ve trained 500+ college students in Excel, SQL, Python, and Power BI. I also designed and delivered 50+ analytics case studies and hands-on projects covering data cleaning, EDA, visualization, and BI reporting.
At AdroIT Technologies Innovative Solutions Pvt Ltd, I delivered training in Data Science, DevOps, and Cloud Computing for students across Engineering, Polytechnic, and Arts & Science institutions. I mentored student projects in areas including Machine Learning, Deep Learning, NLP, and predictive analytics.
In the IBM Internship Program at AdroIT Technologies Innovative Solutions Pvt. Ltd., I led a one-month program for 150 students across three teams. I guided them through a four-sprint Agile project lifecycle to develop a Project Management Tool.
At Focus Edumatics Pvt Ltd, I taught Social Studies, Science, and English to K–12 students following US curriculum standards. By using performance data to shape personalized lessons, I achieved a 30% improvement in student success rates.

