LSTM Model Training and Deployment

@sajjadtaghvaeifr

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

@ashrafsbai6655

Hi there, I checked your requirements and guarantee you that i have relevant experience in Python,AI and data science it's gonna be done within the highest quality . Let's contact via chat so that I can start work immediately

@va01v

Hello Gowrisha, I am excited to assist you with the training and deployment of your LSTM model. With my strong expertise in deep learning, particularly with LSTMs, I can ensure that the model is trained effectively using the data you provide. I will retrieve the project repository from GitHub and promptly address any issues that may arise during the training process. Additionally, I am well-versed in saving models in various formats and will prepare everything necessary for a smooth production deployment, whether it be on a cloud service, on-premise, or on a local machine. My problem-solving skills will be valuable in tackling any challenges encountered along the way. I look forward to collaborating with you to achieve exceptional results for this project. Thanks, ALESSIO

@khuzaima024

Hi, I will retrieve your GitHub repo, to fix issues, train the LSTM model with your data, and prepare it for smooth production deployment. Expert in deep learning, LSTM architectures, and deployment on cloud, on-prem, or local setups. I ensure robust model saving, testing, and seamless integration for real-world use. Let Discuss !!

@shawanay

Greetings! I know how frustrating it can be when a model isn’t ready for real-world use especially with LSTMs where small issues can stall progress. This often happens when repo code and production environments aren’t perfectly aligned. I can retrieve your GitHub repo, troubleshoot and fix any errors, train the LSTM model with your provided data, and save it in formats suited for your chosen deployment (cloud, on-premise, or local). I’ll ensure the model is production-ready with a clean workflow, clear file structure, and deployment instructions so it runs smoothly in your environment. PS: I’m new on this platform but not in my craft my past work and portfolio speak far louder than words. I believe in earning trust through results, not promises. If you found my proposal satisfactory it would be delighted for me to talk more about your project in detail. Best Regards, Shawana Y.

@SolutionMart

My name is "Usama Safdar" and I am a Ph.D degree holder which means I am highly-capable to tackle this project "Content Editor " with 100 percent accuracy. I am a professional writer with over 6 years of experience in writing; Essays, Research Summaries, Thesis, Dissertation, Lab Reports and Case Studies. I always provide High-Quality Solutions within the shortest possible time with all instructions followed against very reasonable prices. I can manage works even with shortest deadlines like; "2500 words work in just 6 Hours" with very reasonable time. As a pro academic writer I am also familiar with all the referencing styles; such as APA, Harvard, OSCOLA, IEE, MLA etc. I always provide plagiarism-free solutions and as a prove I also provide "FREE Turnitin reports". For Samples, please visit my profile https://www.freelancer.com/u/SolutionMart Please message me to start the discussion. Thank You

@abnerh2

Hello, So basically, we want to get the existing LSTM model repo from GitHub, fix any bugs or errors in the code, then train the model on your dataset until it performs well. After that, you’ll save the trained model in a format that’s easy to load later—like HDF5 or SavedModel. Finally, we’ll set it up so it can run smoothly in production, whether that means deploying it on a cloud platform, an on-prem server, or just locally. Along the way, we’ll handle any issues with training or deployment, making sure the model is optimized and stable for real-world use. I am sure I can deliver high quality results before deadline. Let's get in touch and discuss more. Looking forward to hearing from you. Regards. Abner

@assignsolver

I am thrilled to bid on this project, leveraging my 12+ years of experience in refining academic writing, research papers, and dissertations. My personalized approach is designed to help you achieve your academic goals, whether you're looking to improve your writing skills, enhance your research, or perfect your dissertation. I offer a comprehensive range of services tailored to your needs, including academic consultation, research paper editing, dissertation support, essay writing assistance, and expert formatting in Harvard, APA, MLA, Chicago, and Vancouver styles. My goal is to provide you with the guidance and support you need to produce high-quality work that showcases your knowledge and expertise. By working together, I am confident that we can achieve great results, including improved writing clarity, coherence, and structure, leading to better academic performance and increased confidence. I'm excited about the opportunity to collaborate with you and help you reach your full potential. Please message me for further discussion!

@Abutalha5

Dear Client, I’m a Python and Machine Learning engineer with hands-on experience training models, structuring data pipelines, and shipping reproducible code. I can train your LSTM, fix repo issues, and package the artifacts for production use on your target environment. ✓ What I Will Deliver • Retrieve the GitHub repo, set up environment, run tests, and resolve raised issues • Data preparation, LSTM training with clear experiment logs, early stopping, and hyperparameter tuning • Save the trained model and required assets (preprocessing steps, configs, requirements, README) in agreed format • Production-ready package for deployment on cloud, on-prem, or local machine, including inference script and instructions ✓ Relevant Experience & Tools • Built ML solutions and integrated them into applications (Weather-Based Diet Recommender, Sports Injury & Rehab) • Proficient with Python, Pandas, NumPy, scikit-learn, Jupyter, GitHub, and data visualization (PowerBI/Matplotlib) • Strong focus on clean code, documentation, and reproducibility ✓ Timeline • Estimated completion: 5–8 days, depending on repo complexity and dataset size Best Regards, Abutalha Machine Learning Engineer | LSTM Training, GitHub, Reproducible Deployment

@TopWritingGuru

My name is Rabia Faisal, I am working in the writing industry since 2011. During this time, I have served countless clients with a full amount of satisfaction by providing them with TOP Quality Solutions. I have command of all references APA, Harvard, IEEE, MLA & Chicago, etc. I will provide plagiarism-free work with 100 percent accurate grammar within your given deadline. Please message me to get Top Class Services. I am waiting; https://www.freelancer.com/u/TopWritingGuru

@habiba8730

Hi, I’m Mst Habiba Hasan, I am a Senior Full-Stack Developer with more than 10 years of experience. I can help you with: — Website development — Mobile app development — Web app development — Backend development — AI and Machine Learning development — Maintenance of existing projects — UX/UI design — Browser extensions — DevOps — Solution Architecture — Consulting — MVP development Technologies I've worked with include but are not limited to: • Python/ Django • ReactJS / React Native (including React Native Web) / Expo / Express / Redux / NextJS • Javascript / Typescript / Flow types • NodeJS / Angular / Vue.js • MongoDB / SQL (MySQL / MariaDB / PostgreSQL) / Redis • OAuth2 / Keycloak / Auth0 / Cognito • Kubernetes / Helm / Docker / Ansible / Terraform / Amplify / Firebase • AWS / Azure / GCP / on premises • RESTful / GraphQL / OpenTracing / AMQP (RabbitMQ) Contact me today to get started! I’m excited to collaborate and bring your vision to life. Best regards, Mst Habiba Hasan

@leelinnb8

"Your vision, delivered with precision. I understand the need to train an LSTM model with clean data and seamless deployment. I am a dedicated freelancer with strong expertise in LSTM and deep learning, proficiency in GitHub, and experience in model deployment. I ensure problem-solving skills to tackle any challenges. I take pride in delivering quality results and meeting deadlines. I'm excited to bring your vision to life. I would love to chat more about your project! Regards, Leelinn B"

@SeptemBPO

From Concept to Launch: Full-Stack Solutions Without the Hassle I understand the need for a clean, professional LSTM model for production deployment and have a team experienced in deep learning and model deployment. While I am new to freelancer, I have a driven junior team that strive to meet all your needs. I don’t just deliver projects I deliver results I would love to chat more about your project! Regards, Taryn September

@BrandonRobert

?YOU PAY WHEN YOU ARE HAPPY WITH THE WORK ? I am a person for your project, I will work with you until you are 100% satisfied. I understand the need to train an LSTM model, fix GitHub repo issues, and prepare for production deployment. While I am new to Freelancer, I have tons of experience and have completed similar projects off-site. I would love to chat more about your project! The worst that can happen is you walk away with a free consultation. Regards, Brandon Booth

@rasiba1

Having an extensive background in Full Stack development, I, Syed Rasib Ahmed, bring an entirely unique perspective as a machine learning engineer. My expertise with C#, C++, and Node.js paired with my proficiency in Python (as required for LSTM model training) will be invaluable to fix and retrieve the project's repo from GitHub, ensuring it runs smoothly from the get-go. My experience with Laravel will be especially helpful when preparing for production deployment, optimizing the model's performance for either cloud services, on-premise or local machines. In terms of LSTM knowledge and practice itself, I've dedicated countless hours to mastering this domain - making me very well-suited to tackle your project. Not only am I adept at training LSTM models with data that you provide, but also accustomed to saving these models in various formats as is necessary for the project requirements.

@EvyolIT

Hi, I’m an experienced machine learning engineer with a strong background in LSTM models, deep learning, and deployment workflows. I can retrieve the GitHub repository, resolve any issues, train the LSTM model using your provided dataset, and prepare it for production—whether that’s on a cloud platform, on-premise, or a local environment. I’m proficient with Keras, TensorFlow, GitHub, and various model saving formats such as .h5, SavedModel, and ONNX. My approach ensures clean, reliable solutions and smooth deployment.

@abdalrhmanj5

I will retrieve your GitHub repository, resolve any raised issues, and train your LSTM model using the provided dataset. I will ensure the model is optimized, saved in the appropriate formats, and packaged with all necessary files. Finally, I will prepare it for smooth production deployment—whether on cloud, on-premise, or local environments—ensuring reliability and scalability.

@ayesha86664

Hi there! I know fixing a GitHub repo and getting an LSTM trained for production can eat a lot of time and break workflows. Deploying the model reliably for cloud or local use is often where projects stall. I will pull your repo, fix any issues so the code runs cleanly and reproducibly. I will train the LSTM on your data, tune it for best validation performance, and save the final model and artifacts. I will prepare clear deployment files and instructions for cloud or on premise use and help with testing the saved model end to end. Do you want cloud deployment or local/on premise deployment? Start /Open chat now.

@jadedenver822

Hi, there. I can retrieve your GitHub repository, resolve any existing issues, and train the LSTM model using the data you provide. With strong expertise in deep learning and Keras, I will ensure the model is properly trained, optimized, and saved in the best format for your deployment environment. I will also prepare the model for seamless production deployment—whether on cloud, on-premise, or local machines—by creating the necessary scripts and documentation to simplify integration. Key strengths: - Deep knowledge of LSTM architectures and training best practices - Proficient in GitHub workflows, debugging, and version control - Experience saving models in various formats (HDF5, SavedModel, ONNX) - Deployment readiness including Docker containerization or cloud service configuration I am ready to start immediately and ensure your model is production-ready with full support. Best regards, Jade Denver