Custom Entity Recognition in Healthcare

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr

Hi, I'm an experienced Python developer with the necessary skills to complete your project. I already worked on NLP project topics including skill sets: • Proficiency in Machine Learning techniques, deep networks (CNN, RNN, LSTM, GRU), • Experience with Chatbot, Question Answering, Sentiment Classification, Named Entity Recognition (NER), Part of Speech (POS) tagging, Lemmatization, Text Similarity, Machine Translation etc. • Fine-tune ChatGPT, GPT (2, 3, 3.5turbo), BERT, … based on the specific requirements and functionalities. • Strong programming skills, preferably in Python and relevant libraries like Pytorch, TensorFlow, scikit-learn, NumPy, Pandas, NLTK, spaCy, etc. which my skillset allows me to handle large datasets I believe I am the perfect fit for this project. With my skill set, you can be sure that you will receive high-quality results. If you're interested in hearing more about how I could help you, please don't hesitate to reach out! I can provide the requirements with minimum time and cost.

Hi there, We are excited to bid on your project. With over a decade of expertise in AI, NLP, and Large Language Models (LLM), we have successfully delivered 400+ projects for 200+ global clients since 2015. Why Choose Us? Expertise: Proficient in Deep Learning (CNN, ANN, GAN), NLP (NLTK), Python, TensorFlow, PyTorch, and Java. Experience: Robust data modeling, software architecture, and problem-solving capabilities to address real-world challenges. Track Record: 75+ technologists delivering transformative AI-driven business solutions. We ensure tailored solutions to empower ML Engineers and streamline the end-to-end ML lifecycle on your platform. Let's connect via chat or call to discuss further.

With a decade long rich experience in the IT industry, specializing in AI/ML using Python, myself and my team at Desun Technologies are passionately intrigued by your project on Custom Entity Recognition in Healthcare. Our firsthand experience with Machine Learning(ML) and Natural Language Processing(NLP), specifically in entity recognition , sets us apart from our competitors.I'd absolutely love the opportunity to team up with you on this! Drawing upon previous projects where we successfully integrated difficult algorithms into AI models for recognizing specialized entities, I'm confident that Desun Technologies can transform your healthcare domain with unprecedented efficiency. Our extensive proficiency in NLP and healthcare industry exposure works as an excellent combination to deliver extraordinary results. Our core values of agility, adaptability, and availability ensure delivering beyond your expectations. The trust we have earned from clients across the Globe is owed to the impeccable code quality we offer along with cost-friendly services. Plus, our commitment to data security, integrity, and transparency will make sure your project's confidentiality is maintained throughout the process. Together, let's create a world-class application that revolutionizes healthcare! Lets connect to discuss more .. Regards, Deb K

With over 5 years of senior developer experience, I bring a wealth of expertise to the table. Proficient in backend development using Python and R, I'm well-equipped to create robust platforms. My database management skills include MySQL, SQL, and SQLite, ensuring efficient data organization. Using web frameworks like Flask and Django, I can build scalable and responsive web applications. Web scraping, data analysis, and visualization are second nature, thanks to tools like Beautifulsoup, Selenium, Pandas, Seaborn, Numpy, and Matplotlib. Additionally, I have hands-on experience in machine learning with PyTorch, TensorFlow, Keras, DNN, GAN, CNN, and Scikit-learn. My commitment to transparency, quality, and full-time availability makes me an ideal choice for your project. Let's collaborate to bring your vision to life.

As a passionate and experienced AI/ML Engineer, I bring a wealth of skills to the table, tailored perfectly for your Custom Entity Recognition in Healthcare project. My profound proficiency in Natural Language Processing and algorithm development, bolstered by my extensive knowledge in AI/ML methodologies, equip me to take on the task of identifying custom entities specific to the healthcare domain with ease. What sets me apart is my history of delivering not just satisfactory but innovative results. Translating business models into practical solutions has been my expertise throughout my career. This project won't be an exception; I will work closely with your team to ensure that not only are we identifying custom entities, but doing so with a deep understanding of how these entities relate within the healthcare industry. Lastly, your project demands someone who can navigate the intricacies of healthcare texts effectively. My experience working directly in the healthcare sector ensures that I meet this criterion effortlessly. In essence, employing me brings on board an expert who combines machine learning prowess with domain-specific awareness to deliver an impactful solution tailored precisely for your needs. Let's transform data complexity into tangible results together.

I am a data scientist with 3+ years of relevant experience and extensive knowledge of Python, NumPy, Pandas, PyTorch, Keras, sci-kit-learn, Hugging Face and TensorFlow. I have successfully implemented object detection algorithms using Yolo v5, and image classification problems using VGG16, ResNet, and complex CNN architectures. I have also worked on projects like a Multi-Doc QA system using OpenAI embeddings and GPT3 and retrieving relevant questions and answers to a user's query using OpenAI embeddings deployed on Azure App services for multiple concurrent users within a timeline of 1 week. I have experience working on different Generative AI tools such as GPT3.5/GPT4, llama2-7b in delivering industry grade projects. I can work on custom entity recognition task with specialised in healthcare domain with good accuracy. I have the ideal skills that you are looking for this job. I am dedicated to delivering high-quality work that exceeds expectations, and I believe my skills and experience make me a great fit for your project. The budget is negotiable.

As an AI/ML Engineer with a solid foundation in Natural Language Processing, including deep learning work leveraging frameworks like TensorFlow and PyTorch, I am confident my skillset aligns seamlessly with your needs for custom entity recognition in healthcare. I understand the complexities of working within the healthcare domain and how crucial it is to accurately identify custom entities in various texts. Throughout my 3+ years of experience, I've demonstrated my ability to develop and implement machine learning algorithms successfully. Specifically, my expertise in designing models for both image processing and NLP tasks lends itself perfectly to this project. I have a clear understanding of how to extract valuable information from medical documents using cutting-edge techniques. Moreover, my client-centric approach ensures your needs are at the forefront of our collaboration. Regular communication, a commitment to quality, and timely delivery come standard with my services. Let's leverage the power of AI/ML together to create an impactful solution that not only meets but exceeds your expectations!

I propose leveraging my 3+ years of AI/ML experience, specializing in NLP and entity recognition, to build a robust solution for identifying custom healthcare entities. My expertise includes developing tailored machine learning algorithms for the healthcare domain, utilizing Python and cutting-edge NLP techniques. I bring prior experience in processing medical texts, ensuring accuracy and compliance. I will deliver a scalable, efficient system that aligns with your requirements, enhancing entity extraction for healthcare-specific applications while maintaining precision and domain relevance.

HEllo, Hope you are doing well I'm a python developer with experience of 8 years and handled various project from scratch. Your project is all about develop an AI/ML system using NLP to identify custom entities in healthcare texts, improving data extraction and decision-making. Frontend and backend work required for your project: Front-End: Create a user-friendly interface for displaying entity recognition results and visualizations. Back-End: Implement ML algorithms in Python to process healthcare text and identify relevant entities using NLP techniques. Looking forward to work with you Thank you Avinash P.

I am excited to apply for your project on custom entity recognition in the healthcare domain. With 3+ years of experience in AI/ML and expertise in NLP, I have successfully delivered projects involving healthcare-specific entity recognition using tools like SpaCy, Transformers (BERT/BioBERT), and custom algorithms. Why Choose Me? Healthcare Expertise: Familiarity with EHRs, clinical notes, and medical terminologies. Proven Skills: Experience in Python, TensorFlow, PyTorch, and Scikit-learn for robust NLP pipelines. Results-Oriented: Delivered high-precision entity recognition systems tailored for genomic data and clinical trials. Approach: 1. Analyze requirements and finalize healthcare-specific entities. 2. Preprocess and annotate texts for training. 3. Develop models using advanced NLP techniques like CRF and Transformers. 4. Optimize for accuracy, precision, and F1-score. 5. Deliver a deployment-ready solution with full documentation. I am dedicated to quality and timely delivery, with regular updates to ensure alignment with your expectations. Hourly Rate: ₹750/hr Availability: Immediate Looking forward to collaborating on this project! Best regards, Aniket Vaidya

Drawing from my deep passion for improving the healthcare landscape, I believe I am the ideal AI/ML Engineer to execute this project. With over 3+ years of hands-on experience, my forte lies in ML algorithm development, making entity recognition within the healthcare domain something I feel very comfortable with. My approach combines both sides of the coin: a strong theoretical background complimented by ample practical experience. I have a good understanding of the etiquettes surrounding healthcare data protection regulations, which is an added advantage for me to solve the complexities this project might present. I have had a good exposure of healthcare having a lot of contacts in the field, one of them being my brother itself. Along with my technical skills I come with strong sense of ownership and responsibility. As an individual with a vision for revolutionizing healthcare records management in India, I truly understand the significance and impact of entities recognition. Choosing me for this project ensures a dedicated professional who will go above and beyond to optimize entity identification in your texts tailored specifically for your needs.

Hi. I have done lot of works in entity named recognition like pos tags, ner tags using NLP in python. I can provide solution to your requirements. Pl. contact for more discussion.