I will build finetune or fix your machine learning or deep learning model in python


About this gig
Whether you're starting from scratch or stuck with a model that won't perform I've got you covered.
I'm a Software Engineer with hands-on experience building and deploying real ML and deep learning systems including a Swin Transformer based image classifier with 92%+ accuracy, YOLO object detection pipelines, and scikit-learn models for structured data.
I can help you with:
- Building a custom ML model from scratch (classification, regression)
- Fine-tuning pretrained models (YOLO, ResNet, ViT, BERT, etc.)
- Fixing low accuracy, overfitting, or broken training pipelines
- Hyperparameter tuning and optimization
- Data preprocessing and feature engineering
- Model evaluation, metrics, and performance reports
- FastAPI or Flask deployment of your trained model
Frameworks I work with:
· PyTorch
· Keras/TensorFlow
· Scikit-learn
· HuggingFace Transformers
· YOLO
· FastAPI
Why me?
· I've built production-level ML systems as part of my engineering work.
· I understand both the theory and the real-world messiness of getting models to actually perform.
Get to know Muhammad Hammad
Data Scientist, Frontend and Backend Developer
- FromPakistan
- Member sinceMar 2026
Languages
Urdu, English, German
FAQ
My model has low accuracy can you fix it?
Yes, this is one of the most common issues I handle. I'll analyze your data, architecture, and training setup to find where the problem is.
Do I need to share my dataset with you?
For most tasks yes. Everything shared is kept confidential.
What if my code is messy or undocumented?
No problem, I'm used to working with real-world codebases that aren't perfectly clean.
Can you fine-tune a pretrained model on my custom data?
Yes, that's exactly what the Standard and Premium packages are designed for.

