Shahid Hussain

I am a data scientist and machine learning practitioner who builds practical, user-focused analytics and ML systems, with hands-on experience in NLP, recommendation engines, and interactive dashboards. I have developed end-to-end projects that process large datasets, apply feature engineering, and deploy insights through Streamlit and CI/CD workflows.

My work combines rigorous data cleaning, exploratory analysis, and modern ML techniques (including transformer-based sentiment models) to deliver emotionally aware recommendations and clear visualizations. I prioritize reproducible code, Git-based collaboration, and continuous deployment to ensure scalable, production-ready solutions.