Heart Disease Predictive System Backend

With over a decade of solid experience in artificial intelligence and machine learning, I have the expertise and abilities to build an efficient backend system for your life-changing heart disease prediction tech. My skills in using relevant Python libraries like TensorFlow, Keras, and PyTorch for predictive modeling come into full play here. Additionally, I am familiar with decision trees, random forests, and support vector machines which are all viable options for your project. A valuable asset I bring to the table is deep experience in applying machine learning techniques to various domains, including healthcare. This firsthand understanding of medical projects makes me well-suited to map out a solid strategy that specifically addresses your needs. Not only will I incorporate powerful backend architecture, but I will also ensure seamless integration of the machine learning algorithms ultimately chosen for this project.

Hi there, I can deliver a robust backend for your heart disease prediction system, seamlessly integrating various ML algorithms (Decision Trees, Random Forests, SVMs). My experience building scalable backends ensures efficient data handling and smooth frontend integration. Your Pain Points: - Integrating various ML algorithms into the heart disease prediction system backend. - Ensuring data security and compliance in a healthcare application. Proposed Approach: - Build a flexible backend to support chosen ML algorithms (Decision Trees, Random Forests, SVMs). - Prioritize secure data pipelines and API development for seamless frontend integration. - Follow best practices for healthcare data security and regulatory compliance. Regards, Islam Amer

Hello There ! I already work on similar projects and its related heart disease prediction. I got 90+ accuracy. I’m an Expert Python developer. I’m proficient in machine learning , ready to optimize your project for maximum efficiency and accuracy. I have my expertise in deep learning, I offer tailored solutions to elevate your project's intelligence and performance I assure my end results will relflect your vision. It won’t take me more than 1 days to code it down. Eager to work on this project Know data visualisation libraries: Sklearn, pandas, numpy, tensorflow and keras. Waiting for your response Let’s do it

As a passionate Ai student studying in Bharath University, I'm excited about the prospect of applying my machine learning and data science skills to real-world problems like predicting heart disease. My extensive knowledge in Python and Machine Learning can be a valuable asset to your project. Though an undergrad, I have consistently demonstrated my abilities by using ML algorithms such as Decision Trees, Random Forests, and Support Vector Machines. Although I haven't worked on a specific health-based project yet, I strongly believe that good data science principles are applicable across different domains. In fact, this cross-domain application is something I very much appreciate given my core specialization in Python and Data Science. This blend can effectively correlate complex medical data to provide insights about heart disease prediction. In considering me for this role, you're selecting someone who isn't just interested in 'getting the job done', but someone who genuinely believes in the transformative power of AI technologies like ours. So let's partner together to change lives for the better with our heart disease predictive system. Looking forward to discussing this project more deeply with you!

As Quantumbyte, my team and I have a wealth of experience in both custom software development and machine learning, making us the ultimate fit for your Heart Disease Predictive System Backend project. We have successfully built sophisticated backend architectures that integrate machine learning algorithms before, so I can guarantee you a system that not only runs smoothly but also accurately predicts heart diseases upon implementation. In terms of healthcare projects, as an industry-agnostic firm, we have a comprehensive understanding of the challenges and stakes involved in medical-related software systems. Our commitment to staying on the forefront of technology enables us to adapt existing algorithms or develop new ones to cater specifically to your needs. To bolster our proposal, we would like for you to examine our extensive portfolio, showcasing some relevant AI-driven systems and our detailed plan for approaching this project. With us, you're getting more than just a freelancer - you're getting a dedicated technology partner committed to building life-changing solutions. Let's harness the power of machine learning together and make a significant impact in healthcare.

I've already developed a machine learning project focused on heart disease prediction, utilizing the CatBoost classifier. With my experience in building backend systems and applying machine learning in healthcare contexts, I'm well-equipped to seamlessly integrate this existing model into your frontend. Having worked extensively on similar projects, I understand the intricacies involved in healthcare-related machine learning applications. Leveraging my expertise, I'll ensure that the backend architecture meets your requirements for accuracy, reliability, and scalability.

Hi. I am a data scientist. I am very familiar to Deep learning apis such as Tensorflow and fastai, mxnet. I have a good hands on working with Advanced R and Python and BI tools and technologies, AI, Big Data. I have quite a good knowledge of DL/ML Algorithm , have also developed Dashboards and Web Applications using flask/django. My area of expertise is building Image Processing, Speech Recognition and building models for food, healthcare and telecom sector, Classification/Prediction/Clustering, NLP and Chatbots. I usual using many technique and library, frameworks such as tensorflow, tesseract, machine learning such as CNN, DNN, FCRN, SVN etc. and I am generally not attached to programming language in working.(r programming, pytorch ,opencv, nlp, computer vision,Linux, Python, , ....) Specifically, I have worked for long on machine learning and Deep learning including computer Vision and natural language processing and model building for the same. Projects I have done so far as a Freelancer : ● Object Detection ● Face Recognition ● Image Classification using Transfer Learning ● Reverse Image Search Engine ● Recommendation system for dating android app ● Google Scholar website scrapping through R programming ● vehicle detection, counting, classification in real time cctv camera ● twitter sentiment Analysis using python

I'm an experienced AI/ML Engineer, and I could complete your work with at most perfection and dilever you in few days. Looking forward to work with you.

Hello, I hope you are doing well. I am a machine learning engineer with 3 years of experience. I have experience of the model you mentioned SVM, DT and RF and can do your Machine learning project. I will write comented code for you and also plot the Confusion matrix and classification report so that i help you to easily compare the results of both model Thank you and looking forward to your response

Hi, I have already built a pipeline that uses some powerful models in machine learning. My Pipeline can flow the raw data into predictive values, it contains a few models which are Ensemble Learning (Ex: XGboost) to predict the value. I also optimized my model in order not to fit with the train test, in that case, this model can able to used it in reality.

Have experience in building ML projects, have won ML hackathon and can adjust the timelines once we discuss about the whole project.

I have prior experience of exposing ML models to be utilized by the frontend. I am confident that with my experience we can complete your project and help millions of people. Hoping to hear more from you!!