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I will build computer vision and deep learning models
Expert AI and ML Solutions, Fine Tuning, Predictions and More!
I’m Kamran Ullah Afaq, an experienced AI & Machine Learning Engineer specializing in fine-tuning models, predictive analytics, and NLP solutions. I help businesses and individuals build powerful AI mo...
About this Gig
Turn raw images or video into a working AI system. I build custom computer vision and deep learning models: object detection, image segmentation, classification, and vision transformer architectures, all trained on your data.
I specialize in computer vision and deep learning, working daily with PyTorch, TensorFlow, OpenCV, YOLO, Detectron2, and transformer-based vision models like ViT and SAM. You won't just get a notebook with a model that "sort of works" - you get something documented, evaluated, and ready to integrate.
What you'll get:
- A model trained on your dataset (or a suitable public one if you don't have data yet)
- Clean, documented, reproducible training code
- An honest evaluation report: accuracy, precision/recall, confusion matrix
- Optional: the model deployed as a working API endpoint
Message me your use case, dataset size, and target platform before ordering - that one conversation saves both of us time and gets you the right package on the first try.
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FAQ
Do I need to already have a dataset?
No. If you have one, send it over. If you don't, tell me your use case and I'll help you figure out whether a public dataset works or what you'd need to collect.
What formats do you deliver the model in?
Source code, trained weights, and a written report by default. For Premium, also a deployed API endpoint with documentation on how to call it.
Which frameworks and tools do you use?
PyTorch and TensorFlow for training, OpenCV for image processing, and architectures spanning YOLO, Detectron2, and transformer-based models (ViT, SAM) depending on the task.
Can you fine-tune an existing model instead of training from scratch?
Yes - fine-tuning a pretrained model on your data is usually faster and cheaper than training from scratch, and I'll recommend whichever approach fits your accuracy and budget needs.
How accurate will the model be?
I won't promise a specific accuracy number before seeing your data — it depends heavily on dataset size and quality. The evaluation report in every package gives you the real numbers, honestly reported.
Is my data kept private?
Yes. Your data and any deliverables are used only for this project and aren't shared or reused elsewhere.
What do you need from me before I order?
A quick message with your use case, roughly how much data you have, and where the model needs to run (cloud, local, mobile, etc.) so I can point you to the right package.
