Shirin Khosravi Jam's Linkedin Analytics

Hi there! I’m Shirin - I help people break into & grow in ML, DS, and AI by sharing hands-on insights from 7+ years building real-world systems across marketing, customer analytics, and recommendation engines. I come from a non-programming background and built my path into tech through a love for mathematics and hands-on learning. After gaining real-world experience as a Data Scientist, I pursued a Master’s in Data Science & Finance, where I deepened my understanding of machine learning in financial modeling - including applying Reinforcement Learning to option pricing as part of my thesis. In production settings, I’ve built and deployed ML systems that drive business value across: ✅ Marketing campaign optimization ✅ Customer lifetime value forecasting ✅ Recommendation systems ✅ MLOps and scalable ML pipelines ✅ LLM-based AI Agents and RAG systems I enjoy working at the intersection of Machine Learning, MLOps, and product thinking - bridging data, engineering, and business. Most recently, I co-created JAM with AI - a blog where I share real-world lessons from building ML systems in production, including LLMs, MLOps workflows, and career guidance for aspiring practitioners. 🔗 jamwithai.substack.com 💬 Always happy to connect, share, or mentor!