Custom ML Model Development

@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/sajjadtaghvaeif

@rosscarter1011

Hello there I understand you need a custom ML solution capable of working with images, text, and tabular data while supporting tasks like classification, regression, and clustering. My background in machine learning covers building models across all three domains—handling preprocessing, feature engineering, and tuning to ensure accuracy and efficiency. I’d approach this by first defining the problem scope and selecting the right architecture for each data type—using TensorFlow or PyTorch for image and text tasks, and Scikit-learn or LightGBM for tabular modeling. The pipeline will include robust preprocessing, cross-validation, and clear evaluation metrics so results are transparent and repeatable. For this scope, my bid is ₹1,400 INR, with delivery in 5 days at the worst possiblty 7 days, including testing and documentation. Do you already have labeled datasets prepared, or should I also handle dataset preparation and cleaning? I can start immediately after confirming details. (and belive me this is not a ai genrated text I can type fast)

@HASEEB1803

I can help you develop custom ML models that handle images, text, and numeric tabular data with high accuracy. My background covers classification, regression, and clustering, plus strong experience in feature engineering and data preprocessing for mixed data types. Relevant Experience: Cancer Detection Model – CNN-based image classifier for medical imaging. Weather Classification – Classified weather conditions from images using deep learning. Pollution & Traffic Analysis – Combined tabular, environmental, and time-series data to build predictive models. Football Analysis System – YOLOv8 + clustering for real-time sports analytics. Fish Yield Prediction Dashboard – Modeled yield trends from time-series tabular data with outlier handling. Gesture Motion Control – Used MediaPipe + OpenCV to translate hand gestures into OS-level commands. Skills & Tools: Python, TensorFlow, PyTorch, Scikit-learn, OpenCV, pandas, NumPy. I focus on clean, optimized, and well-documented code to ensure models are both accurate and production-ready. I can deliver a working prototype quickly and refine it with your feedback for the final high-quality solution. Best, Haseeb

@Haroon436

I understand you need custom machine learning models that can handle images, text, and numeric tabular data. The main challenge is to design models that process different types of data effectively while ensuring accuracy, scalability, and real world usability. Without careful feature engineering and model design, results may be inconsistent or fail to generalize. I can build end to end ML solutions using Python and libraries like TensorFlow, PyTorch, and Scikit Learn. I will preprocess and clean your data, apply the right techniques for classification, regression, or clustering, and design custom architectures where needed. My focus will be on delivering models that are explainable, efficient, and aligned with your business goals. Let us connect on a short video call to discuss your datasets, project scope, and success criteria. This will help us agree on the right approach and ensure the models meet your requirements.

@AdvikaITsol

Hello, I’m Sushil, an ML Engineer with expertise in Python, TensorFlow, PyTorch, Scikit-learn, Django REST, and full-stack integration. I’ve built and deployed custom ML models for multimodal data — images, text, and tabular — ensuring high accuracy and scalability. My solution approach: Data Pipeline: Clean, preprocess, and normalize images, text, and tabular data (using Pandas, NumPy, spaCy/NLTK, OpenCV). Model Development: Train classification/regression/clustering models — CNNs/ViTs for images, Transformers for text, Gradient Boosting/Deep TabNet for tabular. Feature Engineering: Apply domain-specific feature extraction, embeddings, and dimensionality reduction. Deployment: Wrap models in Django REST API or integrate with existing dashboards; support real-time inference. Monitoring: Add KPIs like accuracy, F1, latency, and error tracking (Elasticsearch + dashboards). I’ve delivered ML solutions in AI agents, trading automation, chatbots, and multimodal ML systems, making me confident in delivering a robust, production-ready solution for your project.

@SeptemBPO

From Concept to Launch: Full-Stack Solutions Without the Hassle I understand your need for custom ML models working with images, text, and tabular data. We excel in developing clean, professional models seamlessly integrating various ML techniques. While I am new to freelancer, I have a driven junior team that ensures high-quality, user-friendly results. We offer expertise in machine learning algorithms, Python, TensorFlow, PyTorch, and Scikit-learn. Data preprocessing, feature engineering, and analytical thinking are our strengths. Let's discuss your project further! Regards, Taryn September

@remonv1019

Hi there, you need an ML engineer who can build custom models that blend images, text, and tabular features for classification, regression, and clustering—end to end and independently. For a marketplace client, I delivered a multimodal pipeline (CNNs on product photos, BERT on descriptions, CatBoost on tabular signals) that lifted conversion AUC by 8.7% and auto-clustered 120k SKUs to clean their catalog. I’m strong on tabular feature engineering (leakage-safe time splits, high-cardinality encoding, robust imputation), and model development/tuning with scikit-learn/XGBoost plus TensorFlow/PyTorch, backed by rigorous CV and holdouts. Share a sample schema and target metrics, and I’ll send a concise plan (preprocessing, model stack, timelines) so we can discuss the best approach. Best regards

@Wbnestmedia

As an AI and ML specialist myself, I can assure you that my team at Webnest Media is highly qualified to tackle your Custom ML Model Development project. Leveraging my over eight years of experience in digital marketing, IT services, and my team's deep expertise in Python, machine learning algorithms, and powerful libraries like TensorFlow, PyTorch, and Scikit-learn, we can handle your project with utmost professionalism. Not only do we bring comprehensive knowledge of building ML models that operate with images, text, and numeric tabular data to the table; but we also excel when it comes to data preprocessing and feature engineering – two crucial skills that can greatly impact the final model's performance. In addition, classifying, regressing, and clustering are all techniques we're extremely comfortable with. What sets us apart is our dedication to delivering high-quality outcomes in a timely manner. We understand the importance of accuracy and efficiency in ML projects. Our proven track record reflects this commitment: please allow us to demonstrate how our skill set can drastically amplify the success of your project too.

@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. Your need for custom ML models using images, text, and tabular data aligns perfectly with my expertise. Proficient in developing ML models, Python, and ML libraries like TensorFlow, PyTorch, I ensure seamless integration for your project. While new to Freelancer, I bring a wealth of experience. Let's discuss your project further! The worst that can happen is you walk away with a free consultation. Regards, Brandon Booth

@yaserds777

One of my most notable projects at Wipro involved leveraging machine learning to develop predictive e-commerce models. This experience taught me valuable lessons in algorithm evaluation, performance optimization, latency management and robustness identification - providing me with a unique understanding of the importance of picking the right approaches for specific business requirements. Even though my skills are diverse, I'm well aware of what this specific project entails. In a rapidly evolving field like machine learning, staying updated is vital. My AI Agents Fundamental certification reflects my commitment to continuous learning and keeping up with industry advancements. With me on board, not only do you get technical proficiency but also a mindset geared towards utilizing data science to drive data-driven decision-making. I'm excited about the potential of our collaboration and look forward to discussing how we can turn this project into a successful reality.

@ritik694

I have been in the field of AI/Ml for almost 2.5 years and I have gained valuable experience developing and deploying custom made ML and DL models with the help of frameworks like PyTorch and Scikit-Learn. I am through with the implementation and development of custom made models. I have worked on image data,text data and multimodel data as well. I am well versed with transformers, vision transformers, classification, segmentation models, instance segmentation model, YOLO, Object detection. I believe thats why I will be a perfect fit for your project

@nadar10

Hi there, I’m a skilled ML Engineer with hands-on experience building custom models for image, text, and tabular data. I specialize in classification, regression, and clustering using Python, TensorFlow, PyTorch, and Scikit-learn. Recent work includes: A multimodal pipeline combining CNNs (images), BERT (text), and CatBoost (tabular) for product recommendation A medical diagnostic model integrating patient records and scan images Customer segmentation using K-Means and DBSCAN I understand foundational ML deeply and deliver production-ready solutions independently. Let’s build something impactful. Best, Nada S.

@algomind

Here’s a technical proposal followed immediately by a past project example: --- I specialize in developing custom machine learning models for multimodal data, including images, text, and tabular datasets. My expertise covers supervised and unsupervised learning, classification, regression, clustering, and feature engineering, using Python, TensorFlow, PyTorch, and Scikit-learn. I design end-to-end pipelines involving advanced preprocessing, dimensionality reduction, data augmentation, hyperparameter tuning, and deployment-ready model optimization. I focus on creating scalable, high-performance solutions with robust evaluation and reproducible results. For example, I recently developed a two-phase medical AI system: the first phase used a U-Net with ResNet50 backbone for accurate gastrointestinal ulcer segmentation, and the second phase integrated a CNN with Q-Learning to classify ulcer types such as Ulcerative Colitis and Polyps. This pipeline processed both image and tabular metadata, achieving over 90% test accuracy and was deployed for clinical research support, demonstrating the ability to handle complex, multimodal data while delivering actionable insights.

@nikhilt046

I am a data scientist with over 3+ yrs of experience in data modeling and ML works. I have a good understanding of classification and regression models and have created AI chat bots as well. I will help you create models and fine tune the response of it based on your requirements

@JaundreLieb

"I am available immediately you only pay if you are happy. I understand the need for expertise in developing custom ML models, focusing on images, text, and tabular data for seamless integration. While I am new to freelancer, I have tons of experience and have done other projects offsite. My skills include Python, TensorFlow, and data preprocessing. If you are not happy or if there are open items you do not pay. I would love to chat more about your project! Regards, Jaundre Liebenberg"

@JaweriaSohail

Hi, I believe my background and expertise as a machine learning engineer with experience in Python, PyTorch, and ML model deployment makes me well-suited to take on this project. I have hands-on experience developing custom ML models for images, text, and tabular data, optimizing them for production using ONNX, reducing package sizes, and ensuring efficient inference. I will develop custom ML models tailored to your dataset, including classification, regression, and clustering tasks. This includes preprocessing and feature engineering for tabular data, model training and evaluation, optimization for deployment, and integration into your production environment. All work will be original, high-quality, and fully reproducible. Why choose me: Expert in PyTorch, ONNX, and model optimization for production Experienced with images, text, and tabular data Skilled in preprocessing, feature engineering, and ML algorithm implementation Provide maintainable, efficient models with deployment-ready optimizations Best Regards, Jaweria Sohail

@vivekrajs1

Data Science graduate with expertise in data analytics, machine learning, and AI. Proficient in Python, SQL, and data visualization, with experience in EDA and predictive modeling. Skilled in extracting insights to drive data-driven decisions and business optimization. Looking for for an entry-level Data Analyst or Data Scientist role to contribute analytical expertise.

@CreativeTVcc

This is the kind of project I value. I have a strong background in developing custom ML models for various data types like images, text, and tabular data. Proficient in Python, TensorFlow, and Scikit-learn, I excel in data preprocessing and feature engineering, ensuring high-quality results. While new to Freelancer.com, I bring extensive off-site experience. I'm keen to hear more about the vision for this project. Regards, Brian W

@ahmedhany323

Hi, I’ve built custom ML solutions that handle a mix of data types — from high-dimensional tabular data to unstructured text and images. For your project, I can design models tailored to your specific requirements, applying the right techniques whether it’s classification, regression, or clustering. I work extensively with Python and libraries like TensorFlow, PyTorch, and Scikit-learn, and I’m comfortable handling full pipelines — from preprocessing and feature engineering to model training, evaluation, and deployment. With a solid background in algorithm design and data analysis, I focus on creating models that are not only accurate but also maintainable and easy to integrate. If you’d like, I can share examples of past work involving multi-modal data, where combining tabular, image, and text features led to strong performance in production environments. I can start right away and keep you updated with progress at each stage. Let’s connect and get this moving. Ahmed