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I will be your nlp ml engineer for custom ml models, ml training and dl models
AI Engineer with expertise in ML, DL, EDA, LLMs, NLP, CV, AI Agents
Hey I’m Arifa an AI/ML Engineer and full-stack developer specializing in Machine Learning, Deep Learning, NLP, and full-stack website development. My services include custom ML models, DL models, pred...
About this Gig
Have a machine learning or deep learning idea but don't know how to turn it into a working solution? Need an NLP or custom ML solution? You are in the right place.
I am Arifa, an NLP and ML engineer. I build custom ml, dl models and complete workflows for academic, business, and real-world projects.
What I offer:
- Custom ML models for classification, regression, clustering, and prediction
- DL models using CNN, RNN, LSTM, Transformers, and image classification
- NLP solutions: text classification, sentiment analysis, NER, chatbots, and document processing
- Streamlit web apps for machine learning or DL projects
- Kaggle, Jupyter Notebook, and Google Colab projects
- Fine-tuning, optimization, and performance evaluation
- FastAPI and Flask APIs Development
What you will get:
- Clean, well-organized Python code
- Performance evaluation with relevant metrics
- Deployment-ready models, API, or Streamlit web app
- Complete workflow with documentation and project files.
Plus: fast support, on-time delivery, revisions, and post-delivery support.
Have a custom NLP, AI, DL or image classification project? Message me your requirements and let's build the right solution for you.
Programming language:
Python
•
R
•
SQL
•
Colab
•
NoSQL
Tools:
Jupyter Notebook
•
OpenCV
•
TensorFlow
•
Excel
•
MLflow
•
Colab
•
Other
Frameworks:
Scikit-learn
•
Keras
•
PyTorch
•
Panda
•
TensorFlow
FAQ
What kind of ML and DL projects do you work on?
I work on different machine learning and deep learning projects including classification, regression, NLP, computer vision, chatbots and custom ML models.
What kind of NLP projects can you build?
I build NLP projects including sentiment analysis, text classification, spam detection, text similarity, text preprocessing, fine tuning and other custom NLP solutions.
What do you need to get started?
Your problem statement and any dataset you have. If you do not have a dataset, I can guide you to find the right one. Also share your requirements and what you want to achieve.
Will I receive the source code?
Yes. Source code, trained ml or dl models, and documentation are included according to the selected package.
Can you work with large or messy datasets?
Yes. I provide data preprocessing including missing values, duplicates, encoding, feature scaling, transformation, and data cleaning.
Can you deploy the model or build an interactive Streamlit web app too?
Yes. I can deploy ML/DL models or build interactive applications using Streamlit, Flask, or FastAPI, depending on the package.
Can you build a custom neural network model?
Yes. I can design and train custom neural network and DL models using TensorFlow, Keras, or PyTorch.
Can I request revisions?
Yes. Each package includes a specific number of revisions, and additional changes can be discussed if required.
What data formats do you work with?
I work with CSV, Excel, JSON, SQL databases, and other common data formats for ML and DL models.
Can you customize the packages?
Yes. I can create a custom ML or DL package based on your project requirements, including custom ML models, ML training, data preprocessing, optimization, evaluation, or deployment.
