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raman-ai-systems/README.md

Raman Deep Singh

AI Systems Engineer @ Google | Ex-BCG
Building production-grade AI systems that drive real-world decisions

๐Ÿš€ About Me

I am a Data Scientist and AI Engineer with 10+ years of experience delivering high-impact machine learning solutions across healthcare, advertising, and industrial systems. Currently at Google, I design and implement scalable AI/ML systems that enable organizations to make data-driven decisions at scale.


๐Ÿง  What I Work On

  • AI Systems Design & Architecture
  • Generative AI (LLMs, RAG, Agents)
  • Machine Learning in Production (MLOps)
  • Decision Intelligence & Experimentation

๐Ÿ”ง Tech Stack

  • Languages: Python, R, PySpark, SQL
  • ML/AI: Scikit-learn, TensorFlow, PyTorch
  • GenAI: LLMs, Prompt Engineering, Retrieval-Augmented Generation
  • Data: BigQuery, Spark
  • Systems: End-to-End ML Pipelines, Model Deployment

๐Ÿ“‚ Featured Projects

๐Ÿšง Currently building and open-sourcing AI systems and case studies. Stay tuned.


๐Ÿ“ˆ Philosophy

I believe AI is most valuable when it is:

  • Scalable
  • Interpretable and explainable
  • Aligned with real business impact

๐Ÿค Letโ€™s Connect

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    About Me