プロフィール詳細

プロジェクトを作成

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Syna S.に依頼

India

AI Researcher and Data Scientist | Specialized in Medical Imaging, Computer Vision and Deep Learning | AI in Healthcare

プロフィール概要

AI/ML researcher specializing in medical imaging, deep learning, and NLP with experience at Heidelberg Ion-Beam Therapy Center (Germany), The College of William & Mary (USA), and National Chung Cheng University (Taiwan). - HIT, Germany – Developed AI-based dose calculation for proton therapy using LSTMs, optimizing LET mapping for radiation treatment. - William & Mary, USA – Built an LLM-powered Diabetes Q&A system with retrieval-augmented generation (RAG) for medical guidance. - National Chung Cheng University, Taiwan – Researched hyperspectral imaging for cancer detection using YOLOV11, RTMDet, Faster R-CNN. Other Projects: - Parkinson’s Disease Classification (MRI-based deep learning) - Brain Tumor Segmentation (PSCC-Net + EfficientNet) - Patent: Automated Skin Lesion Detection Mask Skills ✔ Medical Image Analysis | Deep Learning | Object Detection (YOLO, RT-DETR) ✔ LLMs & NLP (Medical QA, RAG) | AI for Healthcare Open to freelance research & AI collaborations. Let’s innovate together!

専門分野

• ☆ Python
• ☆ Matlab
• ☆ SQL
• ☆ Excel
• ☆ Java
• ☆ Tensorflow
• ☆ LaTex
• ☆ R
• ☆ Scikit-learn
• ☆ Markup Languages
• ☆ Clinical Trials
• ☆ Clinical Trials Data Analysis
• ☆ Medical Imaging/Radiology
• ☆ Interventional Radiology
• ☆ Precision Medicine
• ☆ Endocrinology
• ☆ Diabetes
• ☆ E-Health & Telemedicine
• ☆ Magnetic Resonance Imaging (MRI)
• ☆ Endoscopy
• ☆ Computed Tomography (CT)
• ☆ Cancer Research
• ☆ Cancer Biology

サービス

• Writing
• Research
• Data & AI

Writing Medical Writing, Technical Writing, Copywriting, Creative Writing, General Proofreading & Editing, Translation

Research Feasibility Study, Technology Scouting, Fact Checking, Scientific and Technical Research, Systematic Literature Review

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-ML, Data Visualization, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Research Intern

The College of William & Mary

1月 2025 - 現在

Research Intern

Heidelberg Ion-Beam Therapy Center (HIT), Germany

11月 2024 - 現在

Research Intern

National Chung Cheng University

5月 2024 - 10月 2024

学歴

Computer Science

Chitkara University

9月 2021 - 現在

認定資格

• Introduction to Computer Vision and Image Processing(IBM)

  IBM

  https://www.coursera.org/account/accomplishments/certificate/TQGDDXE9NXD7

  10月 2023 - 現在

• The Complete Python Bootcamp From Zero to Hero in Python

  udemy

  https://www.udemy.com/course/complete-python-bootcamp/

  2月 2022 - 現在