Mayank Sharma
Senior ML Engineer at Oracle | Ex - GE HealthCare
- Role
- Senior Machine Learning Engineer at Oracle
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Mayank Sharma
Health Tech & AI Expert | MLOps & LLMOps | AI for Medical Imaging & Patient DataExperienced ML Engineer with 7 years of expertise in developing AI-driven analytics solutions in cloud environments, specializing in healthcare technology. Currently, I work as an ML Engineer at Oracle Health, where I designed and deployed an end-to-end LLMOps pipeline for AI-powered patient data deduplication. This solution, powered by SapBERT (a large language model), enhances patient record accuracy and interoperability. Built using FastAPI and deployed on Oracle Kubernetes Engine (OKE) via a robust CI/CD pipeline, it integrates OCI Data Science for model training and artifact generation.Prior to Oracle, I worked as an MLOps Architect at GE HealthCare, where I developed an AI-based remote troubleshooting tool for medical imaging systems such as CT, MR, and Ultrasound. This tool enables remote service engineers to diagnose and resolve issues within 10 minutes, significantly reducing downtime and improving operational efficiency.With a strong foundation in cloud-based MLOps and LLMOps, I specialize in building scalable AI pipelines, implementing ETL workflows, providing technical leadership in Agile environments, conducting in-depth code reviews, and optimizing AI-driven decision-making.Tech Stack: Python, MLOps, LLMOps, OCI, AWS, Kubernetes, Docker, FastAPI, SQL, ETL, Data Warehousing, Large Language Models (LLMs), Machine Learning
Experience
Senior Machine Learning Engineer
Jan 2024 — Present · Bengaluru, IN
Education
Vellore Institute of Technology
Bachelor of Technology, Computer Science
2014 — 2018
Penn State World Campus
Master of Science - MS, Data and Analytics
2021
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