I will build and train a machine learning model for your data
Paquistão
1 pedido finalizado
Data Scientist and Full Stack Developer
Sobre este Serviço
Have data but no model? Training that takes days on your laptop? Accuracy that collapses on real data?
That's what I fix.
Send me your dataset and goal, and I'll train, evaluate and hand over a model you can trust, with results explained in plain language.
How I solve it
- GPU-accelerated training for faster runs and larger models
- Classical ML with scikit-learn and XGBoost for classification and regression
- Deep learning with PyTorch and TensorFlow for images, text and sequences
- Fine-tuning pretrained models like BERT and LLMs on your own data
- Data cleaning, feature engineering and EDA before training starts
- Hyperparameter tuning and cross-validation to get the most from your data
- Clear evaluation with accuracy, precision, recall, F1 and confusion matrices
What changes for you
- A working model trained in hours, not days
- Honest performance figures, tested on unseen data
- Clean, reproducible Python code you own
- No GPU costs or setup on your side
I'll tell you upfront what accuracy your data can realistically reach.
Message me with your dataset and goal before ordering. I'll check it and recommend the right package.
Linguagem de programação:
Python
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R
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MATLAB
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SQL
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Amazon SageMaker
Frameworks:
Scikit-learn
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DeepPy
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keras
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PyTorch
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Panda
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fluxo tensor
Meu portfólio
Perguntas frequentes
What data do you need to get started?
Your dataset (CSV, Excel, images, text or database export), your goal (what you want to predict or classify), and any notes on the data. If you're unsure about your goal, message me and we'll define it together.
Is my data kept confidential?
Yes. Your data is used only for your project, never shared, and deleted after delivery on request. I'm happy to sign an NDA if needed.
Is GPU training included in the price?
Yes. Basic includes up to 10 GPU hours, Standard up to 25, and Premium up to 50. That covers most projects. If your dataset or model needs more, I'll send a custom offer before we start, so there are no surprise costs.
How big can my dataset be?
Basic handles up to about 50k rows or 5k images, Standard up to 500k rows or 50k images, Premium larger. Deep learning and fine-tuning jobs depend on model size, so message me first and I'll confirm the right package.
Can you guarantee a specific accuracy?
No honest ML engineer can, because accuracy depends on your data's quality and size. I'll review your data first and tell you what's realistically achievable, then report tested results on unseen data.
Which tools and frameworks do you use?
Python with scikit-learn, XGBoost, PyTorch, TensorFlow and Hugging Face Transformers, plus pandas and NumPy for data prep. If your project requires a specific library, let me know.
Can you fine-tune a pretrained model like BERT or an LLM?
Yes. I fine-tune models like BERT and open-source LLMs on your own data for classification, sentiment analysis, NER and similar tasks. This is usually covered by the Standard or Premium package.
What will I receive at the end?
The trained model file, clean Python code or Jupyter notebook, and an evaluation report with metrics and charts. Standard and Premium add documentation; Premium adds cloud deployment and an API.
Can you deploy the model so my app can use it?
Yes. The Premium package includes cloud deployment with an API endpoint your app or website can call. I can also package it with Docker if you prefer to host it yourself.
What if the results aren't what I expected?
Each package includes revisions for tuning and adjustments. If the data can't support your goal, I'll tell you early rather than deliver a weak model.

