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Biomedical NER Using Language Models

₹1500-12500 INR

Ολοκληρώθηκε
Αναρτήθηκε 2 μήνες πριν

₹1500-12500 INR

Πληρωμή κατά την παράδοση
In this project, we require your expertise in Natural Language Processing and Machine Learning specifically for Biomedical Named Entity Recognition (BioNER) using Language Model (LLM). Your tasks will be: 1. Comparing and Evaluating Two LLM Models * Should have an understanding of various LLMs and their working principles. * Will need to implement two LLM models. * Evaluate, compare, and select the most effective one. As the evaluation criteria have not been provided, your professional judgement through your past experiences and industry knowledge will be expected. 2. Integration with UI * Post evaluation, integrate the best-performing LLM model with a user interface. * Although programming languages or frameworks for implementation and integration were not specified, proficiency in Python, Java, JavaScript or similar languages is desired. Ideal collaborators for this project should have hands-on experience in natural language processing (NLP), specifically in NER tasks, machine learning model implementation and UI integration. Flexibility and creativity in problem-solving are also valued. Please bid with an outline of your proposed approach to the tasks above and any relevant experience in the NLP and machine learning fields. Note, expertise in Biomedical NER is a huge plus.
Ταυτότητα εργασίας: 37847482

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7 προτάσεις
Απομακρυσμένη Εργασία
Ενεργός/ή 15 ημέρες πριν

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Hello there, I'm a pharmacist by education and data scientist by profession and experience who is already working on NER and ML models, so i can best-fit in your project requirement I have 5 months of experience in building and fine tuning NER models specially when it comes to models like flair it is very hard to make them work in line but i did that somehow. Speaking about the domain expertise, I m clinical background + Data scientist.I have a good knowledge of clinical data research because I m pharmacy graduate also. I created a pipeline for a 16 custom class NER where i also optimised the model to make sure it can handle concurrency as well. I created model but also knew that we all need some UI for the evaluation and also for the results. I can create the visualization over the internet that u can access from any device with user decided credentials also. Hope you trust my words, I would love to work on this project because i can relate to Biological data the best. See you in message.
₹7.500 INR σε 7 ημέρες
5,0 (2 αξιολογήσεις)
2,0
2,0
7 freelancers δίνουν μια μέση προσφορά ₹12.700 INR για αυτή τη δουλειά
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Hi there, I have checked your project, which requires Biomedical NER Using Language Models. I’m a professional academic writer with 7 years’ experience penning different academic research, thesis, essay, and dissertation on various subjects. I am well skilled with numerous citation and referencing styles, including APA, MLA, HARVARD, CHICAGO and Turbain. Kindly send a message in the chat box so I can share some samples with you. Regards Bharti
₹12.500 INR σε 3 ημέρες
4,6 (14 αξιολογήσεις)
3,7
3,7
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Dear, I hope this message finds you well.I am reaching out to express my keen interest in contributing to projects in the dynamic and cutting-edge fields of Artificial Intelligence (AI) and Machine Learning (ML), with a particular focus on the latest trending technology, Generative Artificial Intelligence (GENAI). I have a strong background in AI and ML, with hands-on experience in developing and implementing innovative solutions that leverage advanced algorithms and models. Thank you for considering my application. I am looking forward to the possibility of collaborating with your team on exciting and impactful projects. Project: Recommender System using Neo4j graph Face recognition web App. Reception cum Attendance Robot using ML Dynamic chatbot for any website: Paste website link and it will become chatbot for you. Fake News detection in real time using LLM Resume Generator using LLM. Chatbot assistance. MCQ | Questions and Answer generator using Genai app Image recognition using LLM in gradio UI Text summarizer using LLM in gradio UI DOCUMENT reader LLM in Streamlit UI
₹7.000 INR σε 1 ημέρα
4,8 (4 αξιολογήσεις)
2,6
2,6
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Hello Aadith S., I went through your project description and it seems like I am a great fit for this job. I am an expert having 5 many years of experience on Java, JavaScript, Python, Software Architecture, Machine Learning (ML) This is my portfolio: https://www.freelancer.com/u/arsalanmac Lets connect in chat so that We discuss further. Regards, Arsalan
₹7.000 INR σε 7 ημέρες
5,0 (2 αξιολογήσεις)
1,0
1,0
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With a versatile skillset, including solid experience in Java and JavaScript, I'm VAISHALI from DKDM Infotech Pvt Ltd. Believe me when I say that we have the right tools and expertise for your Biomedical Named Entity Recognition (BioNER) project with Language Models (LLM). Not only have I implemented multiple LLM models before but I also possess a deep understanding of their working principles, enabling me to effectively compare and evaluate two models tailored for your specific needs. Additionally, my team has a wealth of knowledge in NLP and machine learning, which is further enhanced by our prior experiences in UI integration. Beyond fitting the technical requirements, our commitment to quality analysis and innovation guarantees that you'll get only the best-performing LLM model for your project. We remain flexible throughout the process, ensuring we adapt to any changes or challenges that arise - a valuable trait in complex projects like this. In conclusion, choosing us means aligning with a team committed to delivering robust yet innovative solutions to all your project needs. And with our proven track record in website development, web application development, software development and IoT application development amongst others, this collaboration will serve you even beyond this project. Thank you for considering DKDM Infotech Pvt Ltd.
₹35.500 INR σε 10 ημέρες
0,0 (0 αξιολογήσεις)
0,0
0,0
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Hi Greetings! We are a team of software developers. We have developers working on almost all the technologies. We will assign you a project manager who will assist you during the entire process of project completion. We will provide you with fast, timely, and on-time delivery at reasonable and minimum cost. We are a registered company located in Indore, India. We are available right now for the project discussion and can start the project on an immediate basis. We understand your project requirement We have 12 ++ years of experience in design and development. We can handle projects from small styling to full development from scratch. We will provide a good result in a short time and satisfy you fully. We have experienced developers in Java JavaScript Python Software Architecture Machine Learning (ML) WHY-Us: » Ready to Start on an Immediate basis &provide proper Testing. » Keep your Data & Website Secure: Daily Progress Updates. » You will get 30 days FREE BUG-SUPPORT even after Project-Completion Please come in touch and let's discuss more detail about your task via chat. Project milestones will be decided during the chat. Thanks and Regards Tech India
₹12.500 INR σε 5 ημέρες
0,0 (0 αξιολογήσεις)
0,0
0,0

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Σημαία της INDIA
Madurai, India
5,0
1
Μέλος από Μαρ 6, 2024

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