Hi, I’m Riya Khandelwal — a Lead Data Engineer and mentor helping professionals break into, grow, and excel in the world of modern data engineering. With hands-on expertise across Azure, Snowflake, and Databricks, I specialise in designing high-performance data pipelines, scalable ETL workflows, and enterprise-grade data platforms that don’t just work — they scale, optimise costs, and deliver measurable business impact. I bring a rare blend of deep technical execution + strategic guidance, backed by 11+ Hyper Cloud Certifications across Azure, AWS, IBM, and Snowflake. This gives me a strong multi-cloud perspective to help you navigate real-world engineering challenges with clarity and confidence. How I Can Help You Whether you're a beginner, mid-level engineer or aspiring architect, my sessions are tailored to deliver practical, result-driven outcomes: ✅ Crack Data Engineering Interviews (Azure, Databricks, Snowflake) ✅ Real-world Project Guidance & Architecture Reviews ✅ Career Roadmap & Skill Gap Analysis ✅ Resume, LinkedIn & Personal Branding Optimisation ✅ Certification Strategy & Exam Preparation ✅ Debugging & Performance Tuning Strategy ✅ End-to-end Pipeline Design (ADF, Spark, Lakehouse, Delta) Why Mentees Choose Me ✨ Industry-focused, no-fluff mentoring ✨ Real project insights, not textbook theory ✨ Structured guidance with clear action steps ✨ Honest feedback and career clarity ✨ Proven experience in high-scale data systems I believe great data engineers aren’t built by just watching tutorials — they are shaped through structured learning, real use cases, and guided problem-solving. That’s exactly what I offer. Who Should Book a Session? • Aspiring Data Engineers & Analysts • Professionals switching into Data Engineering • Engineers preparing for interviews or certifications • Anyone stuck in their current role and seeking growth Ready to level up your data engineering journey? Book a 1:1 session and let’s create a clear, actionable roadmap tailored to your goals.