Conversion of Python AI to CiRA CORE

@malkesh3m

⭐ Hello there, My availability is immediate. I read your project post on Python Developer for Conversion of Python AI to CiRA CORE. We are experienced full-stack Python developers with skill sets in - Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization, ETL - React, JavaScript, jQuery, TypeScript, NextJS, React Native - NodeJS, ExpressJS - Web App Development, Data Science, Web/API Scrapping - API Development, Authentication, Authorization - SQLAlchemy, PostegresDB, MySQL, SQLite, SQLServer, Datasets - Web hosting, Docker, Azure, AWS, GPC, Digital Ocean, GoDaddy, Web Hosting Please send a message So we can quickly discuss your project and proceed further. I am looking forward to hearing from you. Thanks

@HASEEB1803

Hello, I'm Haseeb, and I can help you recreate your existing Python-based AI project inside CiRA CORE while ensuring the same training, evaluation, and prediction functionality. ✔️ Code Understanding & Analysis – Review your current Python implementation (TensorFlow/PyTorch), including data preprocessing, model architecture, and training pipeline ✔️ CiRA CORE Recreation – Rebuild equivalent architecture using CiRA CORE blocks, configure datasets, training parameters, and integrate evaluation & prediction workflows ✔️ Performance Validation – Compare CiRA CORE results with the original implementation to ensure accuracy and consistency ✔️ Clear Documentation – Provide a detailed guide or video walkthrough explaining dataset loading, model training, evaluation, and predictions Once you share your existing project, I’ll analyze the structure and start mapping it into CiRA CORE for a smooth, no-code deployment. Best regards, Haseeb

@abdul8790

As a seasoned AI developer with proficiency in Python and experience traversing the terrain of machine learning, I am well-suited to accomplish your project. My ability to understand, analyze, and recreate existing code structures will be invaluable when converting your AI project to CiRA CORE. I assure you that not only do I possess the relevant skills required for this task, but my extensive background in Python AI also allows me to interpret and execute your project flawlessly within any no-code environment. In addition to my technical capabilities, I prioritize the practical application of my work. The fact that I have built software solutions that address tangible needs across different industries speaks to this commitment. I recognize the significance of maintaining performance integrity while migrating platforms; thus, I wield a comprehensive approach throughout the process: from configuring datasets, establishing equivalent model architecture using CiRA CORE's blocks, adjusting training parameters and optimizing performance measures such as loss function and optimizer functionlickenefeациơ.

@sidraphd87

Hi Numaan S., I have carefully read your job description and I am confident I can handle this project successfully. With my skills and experience in Machine Learning (ML), I will ensure the work is completed with accuracy, professionalism, and delivered on time. I always focus on providing quality results that meet client expectations and add real value. I have worked on similar projects before and understand the importance of clear communication, attention to detail, and reliability throughout the process. You can expect full dedication, regular updates, and a smooth workflow from my side. I am ready to get started right away and would be glad to discuss the project details with you. Best regards, Sidra

@ardol86

Hello I will study your Python code to understand the data prep, model, training and evaluation steps. I will recreate the same model and training flow inside CiRA CORE, set up the datasets, and match the optimizer, loss and hyperparameters. I will train and test the model in CiRA CORE and make sure its accuracy and behaviour are close to the original. You will get the CiRA CORE project file and a short guide with screenshots (or a quick video) showing how to load data, train, evaluate and run predictions. I can start as soon as you share the code and datasets and will keep you updated until everything works.

@SparkHaven

"I TREAT EVERY PROJECT AS IF IT WERE MY OWN — WITH CARE, PRECISION AND ACCOUNTABILITY?" Looking for speed, reliability, and quality? That’s exactly what I bring. As an AI enthusiast with experience in Python and knowledge of no-code platforms like CiRA CORE, I'm well-equipped to understand your project's nuances. While new to Freelancer, I've successfully handled similar off-site projects. If you're seeking a clean, professional, and seamless transition of your existing Python AI project into CiRA CORE, rest assured, I possess the necessary skills. Let's discuss how I can exceed your expectations! Regards, Praven

@iliessr

Hello ?, I see you’re looking to migrate your existing Python-based AI project into CiRA CORE, ensuring it replicates training, evaluation, and prediction workflows seamlessly. I’d love to help you with this since I specialize in bridging traditional Python ML/DL implementations with no-code/low-code AI platforms. Here’s how I’d approach your project: 1️⃣ Code Understanding – I’ll carefully review your Python code to identify dataset preprocessing, model architecture, and training loop details. This ensures I fully understand the logic behind your implementation. 2️⃣ CiRA CORE Replication – I’ll rebuild the equivalent workflow inside CiRA CORE, including dataset import, preprocessing, architecture setup and hyperparameter tuning 3️⃣ Evaluation & Prediction – I’ll implement evaluation modules and ensure predictions match your original Python pipeline. The goal is to achieve comparable accuracy and performance metrics. 4️⃣ Documentation & Walkthrough – I’ll deliver a clear step-by-step guide covering dataset setup, training, evaluation, and prediction usage so your team can easily extend or retrain the model. 5️⃣ Validation – Before delivery, I’ll test with your dataset to confirm parity with the Python results, minimizing discrepancies. . Do you want me to also include tips for future retraining in CiRA CORE so your team can adapt models without external support? Thanks, Rusipo Bill

@VectoLab

I know exactly how to bring this project to life the right way. I understand the need to recreate the existing Python AI project within CiRA CORE, focusing on seamless model conversion and performance validation as per the specified requirements. Freelancer is a new space for me, but I’ve built a strong track record working directly with clients elsewhere in AI model development and implementation. Our team offers expertise in machine learning concepts, model conversion, and a keen eye for detail to ensure a clean, professional, and user-friendly end product. Let’s keep it simple and get this done right. I’m ready when you are. Regards, VectoLab

@yohans35

Hi, thank you for your project detail. I understand you need your existing Python AI project, including model training, evaluation, and prediction, recreated inside CiRA CORE. The goal is to replicate functionality such as data preprocessing, model architecture, and training loops while ensuring comparable performance and accuracy. I respect your need for a clear, fully documented, no-code solution that can be easily used and maintained. My goals for this project : I will analyze your Python code to understand the data workflow, model layers, and training parameters. Then, I will rebuild the model in CiRA CORE using its blocks, configure the training and evaluation process, and validate results against your original implementation. I will provide a complete project file along with a step-by-step guide or video walkthrough for dataset loading, training, evaluation, and prediction. To achieve this, I will carefully map Python functions to CiRA CORE blocks, configure optimizer, loss function, epochs, and batch size, and run tests to ensure consistent performance. I will document each step with screenshots and explanations for clarity. As a new freelancer, I bring extraordinary passion and focus, and I am confident I can deliver a fully functional, client-ready CiRA CORE project. Thanks

@Raghav969696

hello sir , What type of task does the current model handle (e.g., sentiment analysis, image classification, text classification)? Can you share the Python codebase or repo for review before migration? Do you require the exact same architecture in CiRA CORE or a functionally equivalent version?

@dekidew

Hi, Client I'm interested in this project I've rich experience in machine learning and deep learning and CiRA CORE as well. Let's discuss in more detail Thanks, Regards, Dejan

@kamavosyantatev

Hello, I'm Tatev, I'm an Exploit programmer. I can solve this problem if you're not too demanding on the deadline and give me the opportunity to work for a few months. I basically understand the solution to the problem.

@jamesdcruz

im a fresher and looking forward to show my expertise and skill................................................

@mrinalfree

Hello, I have 8 years of experience in PHP, Laravel, CodeIgniter, MySQL, and web development. This project matches my skills perfectly. I can deliver high-quality, scalable, and optimized solutions within your timeline. Please contact me, and I can also provide a discount on labor charges for long-term collaboration.

@CSana004

With real-world experience as an LLM Research Intern and multiple AI/ML projects, I can recreate your Python AI project in CiRA CORE with the same training, evaluation, and prediction functionality—ensuring performance comparable to the original. I will analyze your Python code (data preprocessing, model, training, evaluation), rebuild the equivalent model in CiRA CORE (input, embedding, dense, dropout, activations), configure training parameters (optimizer, loss, batch size, epochs), set up dataset import, evaluation, and prediction, and deliver clear documentation or a short video guide. Experience & Projects: Internship at D Crew Nerds (chatbots & generative AI). Built an interactive RAG-based chatbot, a telemedicine AI platform, and an IoT robot with YOLO & GPS monitoring. Active open-source contributor (GitHub: csana004). Why Me: Skilled in Python, TensorFlow, PyTorch, Hugging Face, LangChain, OpenCV. Strong in model migration & no-code AI platforms. Deliverables are clean, production-ready, and well-documented. Deliverables: CiRA CORE project file + documentation (or video) covering dataset loading, training, evaluation, and prediction. Confident to deliver efficiently within your budget and timeline. Best regards, Rupsa Chakraborty