Open to opportunities

Nirman Bharti

@nirmanbharti

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AI scientist specializing in 3D computer vision and medical imaging research.

India

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What I'm looking for

I seek roles focusing on medical imaging R&D and deployment, with opportunities to build foundation models, lead translational projects, and collaborate cross-functionally in clinical-impact teams.

I am an AI scientist focused on 3D computer vision, diffusion models, and medical imaging R&D, with experience deploying clinical-grade models and leading research that achieved regulatory milestones. I have developed high-performing detection, classification, and segmentation pipelines using ViT, UNet variants, DETR, RetinaNet, and diffusion-based synthesis.

I have practical experience in model deployment and optimization (TensorRT, Triton, quantization), foundation model pretraining (MAE, SimCLR, DINOv3), and end-to-end ML workflows across clinical projects, internships, and production roles, including contributions that led to FDA clearance and a filed patent.

Experience

Work history, roles, and key accomplishments

Current

AI Scientist

Current

Qure.ai

Jul 2024 - Present (1 year 11 months)

Leading R&D on 3D medical imaging and diffusion models, developing CT foundation encoders and clinical classifiers that improved detection/segmentation AUC/DSC metrics and reduced false positives across multiple tasks.

U Net PyTorch Diffusion Models MAE Medical Imaging Model Evaluation

AI Scientist Intern

Qure.ai

Jan 2024 - Jun 2024 (5 months)

Conducted R&D on medical imaging workflows including 3D gaze detection, MRI series classification (0.99 precision/recall), and infarct segmentation, improving DSC by 0.23 and reducing false positives by 36%.

Pytorch Lightning XGBoost Medical Imaging Data Cleaning

SDE (ML) Intern

Amazon

Jul 2023 - Dec 2023 (5 months)

Built and optimized quantized transformer deployments (T5, LLAMA-13B) on TensorRT/Triton, achieving up to 60% latency reduction and 3× throughput improvement, and led on-call duties for Search QU pipeline.

Python TensorRT Triton Model Quantization INT8 INT4 MLOps AWS