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I will train a custom machine learning model on your data
Machine learning Engineer
Machine Learning Engineer and PIAIC Certified Generative AI Engineer. I train custom ML models, fine-tune LLMs and build AI agents, then deploy them with FastAPI and Docker. Clean code, clear communic...
About this Gig
Need a machine learning model trained on your data? I will build, train, test and optimize a custom ML model that gives accurate, reliable predictions.
I'm an AI Engineer (PIAIC Certified Generative AI Engineer) experienced in machine learning, deep learning, computer vision, NLP and speech recognition.
WHAT I CAN TRAIN:
Classification & regression (churn, price, fraud, demand)
Image classification & object detection
NLP: sentiment & text classification
Audio & speech models
Fine-tuning (PyTorch, TensorFlow, scikit-learn, Hugging Face)
WHAT YOU GET:
Data cleaning & preprocessing
Trained model + full Python source code
Evaluation report (accuracy, F1, confusion matrix)
Documentation, API & cloud deployment (Premium)
WHY ME?
- Real end-to-end projects, not tutorials
- Fast replies and clear milestones
- Honest feedback on what accuracy your data can achieve
Message me before ordering with your dataset type and goal, and I'll recommend the best approach!
Programming language:
Python
•
MLflow
Frameworks:
Scikit-learn
•
Keras
•
PyTorch
•
Panda
Tools:
Jupyter Notebook
•
OpenCV
•
TensorFlow
•
Excel
•
MLflow
My Portfolio
FAQ
Q: What type of ML models can you train?
I train classification, regression, image classification, object detection, NLP, time series and audio/speech models using scikit-learn, PyTorch, TensorFlow and Hugging Face. Message me your use case and I'll suggest the best approach.
What do I need to provide before starting?
Your dataset (CSV, Excel, images, audio or text), a clear goal (what to predict or classify) and any accuracy target or framework preference. Labeled data is best, but I can also help if your data needs cleaning or labeling guidance.
Can you guarantee a specific accuracy?
No honest engineer can, because accuracy depends on your data quality and size. I will test multiple approaches, optimize the model and give you a transparent evaluation report. If your target looks unrealistic, I'll tell you upfront.
What will I receive at delivery?
The trained model file (.pkl, .pt or .h5), full Python source code, and an evaluation report with metrics like accuracy, F1 and confusion matrix. Standard and Premium also include tuning, documentation and optional deployment.
Is my data safe and confidential?
Yes. Your data is used only for your project and never shared or reused. I'm happy to sign an NDA on request, and I delete your data after the project if you ask me to.
