I started my journey in networking and later moved into Data Science, learning everything through real industry problems. Today, I work as a Staff Data Scientist, building ML solutions in forecasting, optimization, MLOps, and GenAI. I enjoy mentoring people at all levels—helping them learn DS/ML, build strong projects, prepare for interviews, and make confident career moves with clear and practical guidance.