I will build machine learning and deep learning ,nlp models with verified accuracy
AI Engineer,Python, Machine Learning and AI Automation
About this Gig
Have data but no working model? Or a model that looks great in a notebook and falls apart on real data?
I build machine learning, deep learning and NLP models you can check, run and reuse.
Every order includes:
- A trained model for your task: regression, classification, image classification, text classification or sentiment analysis.
- Data cleaning and feature engineering where needed.
- An evaluation report with the metrics that matter for your problem
- Clean, commented Python source code
- A short walkthrough so you know how to run it
Algorithms and tools: Random Forest, XGBoost, supervised and unsupervised learning, Python, scikit-learn, TensorFlow, PyTorch, OpenCV, Hugging Face.
Before I deliver, I check for overfitting and data leakage so the numbers you see are honest.
Not included: Collecting data from scratch, or guaranteeing a fixed accuracy. It depends on your data, and I will tell you what is realistic before we start.
Not sure which package fits? Message me your dataset and goal first. I will point you to the right one, no charge.
FAQ
1. What types of machine learning projects do you work on?
I work on a wide range of machine learning projects, including classification, regression, clustering, predictive analytics, recommendation systems, and time-series forecasting. I can also help with data preprocessing, feature engineering, model evaluation, and performance optimization based on your
2. Will you compare multiple models and select the best one?
Yes. My Standard and Premium packages include comparing multiple suitable models and evaluating their performance using relevant metrics. The best model is selected based on your project objectives and validation results, rather than accuracy alone.
3. What if I have a project with specific or complex requirements?
Please message me before placing your order and share your project description, dataset details, expected outcome, and preferred timeline. I can review your requirements and propose a custom offer if the project falls outside the standard packages.
4. Do you build APIs or demo applications for machine learning models?
Yes. My Premium package can include a prediction API and a simple demo application to help you test your trained model. Live hosting, cloud deployment, or additional integrations should be discussed before ordering.
5. Can you improve the performance of an existing machine learning model?
Yes. I can review your existing model, investigate potential performance issues, evaluate data quality, improve preprocessing and feature engineering, and apply suitable tuning techniques. Improvements depend on the dataset, model, and evaluation methodology.
6. Will I receive the complete Python source code?
Yes. The deliverables will include the source code specified in your selected package, along with applicable evaluation results and documentation. Premium also includes the agreed API and demo application.

