I’m Muhammad Hasnain Raza, an AI Engineer and Full-Stack Developer from Karachi, Pakistan, with around four years of production experience building real-world AI systems. I focus on retrieval-augmented chatbots, agentic multi-step workflows, and explainable machine learning—always with an emphasis on reliability, grounded outputs, and deployable engineering. On the engineering side, I bring strong MERN/Next.js experience along with backend work in FastAPI and API design, and I’ve shipped AI integrations inside financial and loan management products. I’m especially motivated by building decision-support features that combine predictive modeling (like XGBoost with SHAP) and secure LLM behavior (via controlled generation and local explainability) so teams can trust what the system recommends.…I’m Muhammad Hasnain Raza, an AI Engineer and Full-Stack Developer from Karachi, Pakistan, with around four years of production experience building real-world AI systems. I focus on retrieval-augmented chatbots, agentic multi-step workflows, and explainable machine learning—always with an emphasis on reliability, grounded outputs, and deployable engineering. On the engineering side, I bring strong MERN/Next.js experience along with backend work in FastAPI and API design, and I’ve shipped AI integrations inside financial and loan management products. I’m especially motivated by building decision-support features that combine predictive modeling (like XGBoost with SHAP) and secure LLM behavior (via controlled generation and local explainability) so teams can trust what the system recommends.WWWW…