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Preksha User

@prekshauser

Machine Learning Engineer specializing in Computer Vision, NLP, and production ML systems.

India
Message

What I'm looking for

I am seeking roles where I can build and productionize ML systems—especially in Computer Vision, NLP, and healthcare AI—within collaborative teams that value explainability, impact-driven work, and opportunities for technical growth.

I am a Machine Learning Engineer with hands-on experience delivering production-grade ML systems for healthcare and enterprise applications, with deep expertise in Computer Vision, NLP, OCR, and Explainable AI. I have owned end-to-end workflows including data pipelines, model training, evaluation, explainability, deployment, and inference optimization using Python, PyTorch, TensorFlow, FastAPI, Docker, and cloud infrastructure.

My recent work includes deploying YOLOv8 detection models for surgical instrument detection, CNN diagnostic pipelines for trauma and fracture detection, OCR–NLP automation for resume parsing, and SHAP-based explainability integrated into clinical dashboards to improve clinician trust and reduce review time. I collaborate effectively with clinical, QA, and product teams to validate and productionize ML modules.

Experience

Work history, roles, and key accomplishments

NS
Current

Machine Learning Engineer

Nuvo AI (Meril Life Sciences)

Dec 2024 - Present (1 year 2 months)

Built and deployed explainable AI workflows and YOLOv8 surgical instrument detection models trained on 10k+ images, reducing model review time by 30% and enabling real-time OR inference; implemented OCR–NLP pipelines that cut manual screening by 50%.

Education

Degrees, certifications, and relevant coursework

VIT Bhopal University logoVU

VIT Bhopal University

Bachelor of Technology, Computer Science and Engineering

2020 - 2024

Grade: 8.45/10

Completed a B.Tech in Computer Science and Engineering with a focus on machine learning, computer vision, and NLP; achieved a CGPA of 8.45/10.

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