Suma H B
@sumahb
I lead clinical NLP data operations that turn EHR data into production-ready AI training datasets.
IndiaWhat I'm looking for
At Oracle India, I deliver end-to-end clinical NLP and LLM data operations, from EHR entity mapping and annotation to gold-standard datasets for fine-tuning and RLHF. I manage large-scale AI/ML annotation projects across NER, entity linking, sentiment analysis, and behavioural annotation.
I've led 35 clinical annotators and domain reviewers, managed four large-scale NLP projects, and built client dashboards that connect annotation metrics to healthcare outcomes. My work has supported 50,000+ labelled clinical records, 100,000+ EHR records processed, a 25% annotation accuracy lift, and a 35% reduction in turnaround time.
My background spans clinical analytics, pharmacovigilance, clinical trial data, medical coding, laboratory diagnostics, and regulated healthcare compliance. I bridge clinical domain knowledge with SQL, Python, healthcare interoperability standards, and cross-functional AI delivery to help move safe, meaningful models into production.
Experience
Work history, roles, and key accomplishments
Delivered end-to-end AI/ML annotation projects for clinical NLP use cases, including NER, entity linking, and sentiment analysis, feeding production LLM training cycles. Developed gold-standard clinical datasets for LLM fine-tuning and RLHF, ensuring HIPAA compliance and clinical validity.
Education
Degrees, certifications, and relevant coursework
KARE University
Master of Science, Data Science
Pursuing an MSc in Data Science with a focus on data science and ML/AI.
Bangalore University
Bachelor of Medical Lab Technology, Medical Lab Technology
Grade: 8.5 CGPA
Earned a Bachelor of Medical Lab Technology with a focus on clinical sciences and diagnostic pathology, achieving a CGPA of 8.5.
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
Interested in hiring Suma?
You can contact Suma and 90k+ other talented remote workers on Himalayas.
Message SumaGet matched with your dream remote job
Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!
