Research Highlights
Biomedical Entity Extraction
Led development of BERT-based models achieving 95%+ accuracy in extracting key biomedical entities from scientific publications, significantly improving on previous benchmarks.
Clinical Notes Analysis
Developed an innovative image-to-text pipeline that reduced processing time for hand-written clinical notes from 1 day to 20 minutes while maintaining 90% accuracy.
Knowledge Graph Creation
Spearheaded the development of biomedical knowledge graphs, processing 100k+ publications using LLMs and creating an AI-powered query system with 92% accuracy.
Professional Journey
Senior Manager, ML Team at Elucidata
2023 - Present
Leading AI/ML initiatives in healthcare, winning the National Cancer Institute AI Data Readiness Challenge 2024 and developing cutting-edge GenAI products.
Solutions Manager at Elucidata
2022 - 2023
Led development of robust bioinformatics pipelines on AWS, achieving 10x productivity improvements through automation.
Sr. Data Scientist at Elucidata
2019 - 2021
Developed critical solutions for cancer therapeutics, including identification of validated targets for acute myeloid leukemia.
Sr. Engineer at Eaton Tech
2014 - 2018
Pioneered prognostic systems for vehicle power-train monitoring using IoT devices and machine learning.
Education
IIT Kanpur
B.Tech-M.Tech Dual Degree in Mechanical Engineering (2009-2014)