Amitabh Mukherjee Email & Phone Number

Bengaluru, Karnataka, India

As the leader of the architecture office for the AI Fabric team, I am at the forefront of developing a scalable, multi-tenant solution tailored for healthcare providers and hospitals. Our focus is on standardizing healthcare machine learning data, fine-tuning models with hospital-specific data, and delivering robust capabilities for model deployment, management, and inferencing. We integrate LLM-based interfaces for GE Healthcare applications and chatbots, ensuring seamless integration with LLMs and vector databases. Additionally, we provide comprehensive LLMOps and MLOps and operations for efficient monitoring within an AWS Cloud environment.

Bengaluru Area, India

Driving the Edison AI Platform Architecture with a mission to build a scalable platform which caters to AI product lifecycle - Data Extraction, Ingestion, ETL, Cataloguing, Curation, Training and Deployment. Edison AI Workbench Developed on AWS Cloud (and OnPrem Kubernetes for Research Hospital Partners for data privacy) caters to Data Scientists, Annotators as well as Project Mangers to Create Data Science Projects, search from our vast data sources in data lake and Parquet stores for medical (DICOM, HL7, Numeric, Waveform etc) data, create cohorts, train, test and deploy models confirming to QMS and FDA guidelines for model building and deployment on FDA regulated Medical Devices, Edge and Cloud.Edison AI workbench is a big data platform having all 4V's (Volume, Velocity, Variety and Veracity) for Medical Data with an online 2D/3D Imaging and Time Series Annotation tools, Training and Model Evaluation workflows.Leading Architecture Office for Edison AI Workbench platform to build technology roadmap, work with Product, Data Scientists, Modalities, External and Internal Stakeholders, Technology Partners (AWS, Nvidia, Intel), We built this team from scratch in Bengaluru growing to 70+ Engineers in 2 Years and I provide guidance, vision and technology roadmap along with mentoring and doing grassroot transformations within team to meet demands of this cutting edge technology, standards and needs of GE Healthcare for scalable, sustainable AI for precision health.I also am a mentor for GE Healthcare Edison X initiatives bringing precision health within a collaborative ecosystem : http://startups.gehc.co/

Bengaluru Area, India

Architect - MRI SoftwareArchitect for MRI Service Tools and Security and have been responsible for Creating technical roadmap and vision for team, Bringing new technology, Mentoring, Growing the team from a 5 to 15+ member highly skilled and stable team. Designed and delivered first remote software download within Healthcare, multi-modality cloud-based protocol management solution, a.k.a IPM with GA1.0 release have close to 15 sites running IPM successfully, one of the most stable installations, improving customer productivity and providing a platform for future solutions like Auto protocolling etc. Leading the integration of Flexera based download and licensing solution to MR Product which provides scale and flexibility to our existing solution. Diagnostic Platform for MRI Firmware and Software components, Cross team and Cross modality collaborations, finding opportunities for team to grow. Leading wing to wing solution. Integrating auto testing as part of software development culture.

Bengaluru Area, India

Started my career working on PACS(Picture Archiving and Communication System) and was responsible for Linux Platforming, migrating software from Sun to Linux, migration from Veritas to RHEL Clustering solutions, storage management, installation and remote monitoring tools.

Bachelor Of Engineering - Be, Electronics And Communication

Diploma In Advanced Computing, Software