Deepak D.

About Deepak D.

Staff Engineer with a strong background in machine learning, data engineering, and GenAI solutions, driving innovation across large-scale analytics and cloud-native systems. Over the past few years, I’ve built and deployed production-ready AI pipelines—from real-time churn prediction for live streaming data to GenAI-powered data cleaning systems leveraging Retrieval-Augmented Generation (RAG).Currently at AMS Osram, I focus on chip comparison and data validation workflows, ensuring accuracy and scalability in high-performance environments. Previously at Persistent Systems and DXC Technology, I led initiatives in ETL automation, bias detection (SageMaker Clarify), PII detection, and automated data mapping using BERT.Passionate about turning complex datasets into actionable insights, I specialize in: • Machine Learning & GenAI (RAG, LLM-driven data cleaning, bias detection, explainability) • Data Engineering & ETL (PySpark recipes, automated validation, reverse transformations) • Cloud & Automation (AWS Lambda, SageMaker pipelines, containerized ML solutions)My goal is to bridge the gap between research-driven AI models and scalable production systems, enabling enterprises to adopt trustworthy, efficient, and explainable AI solutions.

Experience

1. Staff Engineer

   艾迈斯欧司朗

   Jun 2025 — Present · Bayan Lepas, MY

Education

• Chandigarh Group of Colleges, Landran, Punjab

  Master of Computer Applications - MCA, Computer Programming, Specific Applications

  2015 — 2017

• Panjab University, Educational Institution, Chandigarh

  BSc IT, Information Technology

  2013 — 2015