Open to opportunities

sriram User

@sriramuser1

Message

I am a machine learning researcher in medical imaging and NLP, focused on research.

India

Message

What I'm looking for

I seek research-focused ML roles applying deep learning to healthcare and NLP, collaborating with interdisciplinary teams, publishing research, and growing technical leadership.

I am a machine learning researcher specializing in medical imaging and natural language processing, with strong foundations in deep learning and computer vision.

I have completed research internships working on zero-shot stance detection using the KPatch framework and on liver tumor segmentation with deep learning in a medical imaging group. I co-authored a paper accepted at IEEE ICETCI 2025.

My projects include Causality-Aware CNNs for retinal disease classification, an EfficientPS implementation for panoptic segmentation on Cityscapes, and a YOLOv8-based monkey detection system deployed on Raspberry Pi that won a university tech fest prize.

I work primarily with Python, PyTorch and TensorFlow and emphasize reproducible experimentation, rigorous evaluation, and publishing research. I am eager to join teams that translate research into impactful healthcare and NLP applications.

Experience

Work history, roles, and key accomplishments

Research Intern

Indian Institute of Science

Conducted deep-learning research on liver tumor segmentation, evaluating state-of-the-art segmentation architectures and improving performance through experimental analysis on medical imaging datasets. Collaborated with the Computational Data Science (Medical Imaging) group to contribute to ongoing healthcare AI research.

Python PyTorch TensorFlow Medical Imaging Segmentation U Net Model Evaluation

Summer Research Intern

National Institute of Technology Andhra Pradesh

Implemented the KPatch framework for zero-shot stance detection to enhance pre-trained language models with external knowledge and applied it to social media data. Contributed to experiments and drafting of a research publication on improved stance detection methods.

Python PyTorch NLP KPatch Research Model Fine Tuning