I will build and train custom machine learning and nlp models
AI Engineer, Python Backend, UI UX Designer
About this Gig
Turn your raw data into intelligent, automated decisions.
Are you looking for a custom artificial intelligence solution that actually solves your business problems? Generic models only go so far. You need an architecture designed specifically for your data.
I am Muneeb, an AI Engineer and BSCS graduate specializing in Artificial Intelligence. I do not just write scripts; I build robust, scalable machine learning pipelines. Whether you need a predictive model using Scikit-learn, a complex neural network, or a specialized Natural Language Processing (NLP) transformer model, I deliver accurate and production-ready solutions.
My Core Expertise:
- Data Processing: Exploratory Data Analysis (EDA), cleaning, and feature engineering.
- Machine Learning: Classification, regression, and predictive modeling.
- Deep Learning & NLP: Transformer models, text classification, and custom neural networks (PyTorch, TensorFlow).
- Deployment: Exporting models and integrating them into backend Python REST APIs (FastAPI/Flask) for seamless app integration.
What You Will Receive:
- Clean, well-documented Python scripts or Jupyter Notebooks.
- The final trained model files.
- A detailed performance evaluation report.
Programming language:
Python
Frameworks:
Scikit-learn
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Keras
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PyTorch
•
Panda
•
Other
APIs:
Other
Tools:
Jupyter Notebook
•
TensorFlow
•
MLflow
•
Colab
FAQ
What frameworks do you use for deep learning and NLP?
I primarily use PyTorch and TensorFlow for building and training custom deep learning and NLP models. I select the framework that best fits your specific data and deployment needs.
Can you deploy the model after training it?
Yes! In the Premium package, I will not only train the model but also wrap it in a secure Python REST API so it can easily communicate with your web or mobile frontend.
What if my raw data is messy or unorganized?
That is completely normal. All of my packages include data cleaning and exploratory data analysis (EDA) to ensure the model is trained on high-quality, processed information.
Will my business data be kept confidential?
Absolutely. I maintain strict data privacy. Once the model is trained, delivered, and the order is completed, I delete all local copies of your datasets.

