I will develop train and deploy production ready ml models


About this gig
Are you looking for a skilled Machine Learning Engineer to turn your data into a working, reliable model?
I help startups, businesses, and researchers design, build, train, and deploy machine learning solutions that actually work in production not just in a notebook.
WHAT I CAN HELP YOU WITH:
Custom ML model development (classification, regression, clustering, forecasting)
Deep learning models (CNNs, RNNs, Transformers) using PyTorch / TensorFlow
Natural Language Processing (text classification, sentiment analysis, chatbots, LLM integration)
Computer Vision (object detection, image classification, OCR)
Data cleaning, preprocessing, and feature engineering
Model evaluation, hyperparameter tuning, and optimization
Model deployment (REST APIs with FastAPI/Flask, Docker, AWS/GCP/Azure)
MLOps pipelines and model monitoring
Fixing and improving existing ML pipelines
TOOLS & TECHNOLOGIES:
Python, Scikit-learn, TensorFlow, PyTorch, Pandas, NumPy, OpenCV, Hugging Face, FastAPI, Flask, Docker, AWS/GCP, SQL
WHY WORK WITH ME:
Clear communication and regular progress updates
Clean, documented, and reproducible code
Realistic timelines and honest scoping (no overpromising on accuracy)
Get to know Muhammad Faizan
I will build AI agents machine learning models and intelligent automation system
- FromPakistan
- Member sinceDec 2022
Languages
Urdu, English
My Portfolio
Other AI Development Services I Offer
FAQ
Do I need to provide my own dataset?
Yes, ideally. If you don't have one, let me know your use case and I can advise on data sourcing or use a public dataset as a proof of concept.
What if my data is messy or unstructured?
That's normal — data cleaning and preprocessing are included in every package.
Can you guarantee a specific accuracy?
No ethical ML engineer can guarantee accuracy before seeing the data, since results depend heavily on data quality and size. I'll give you an honest assessment after an initial review and aim for the best achievable performance.
Do you sign NDAs?
Yes, happy to sign an NDA before starting if needed.
Can you deploy the model for me?
Yes! deployment (API, Docker, or cloud) is available in the Premium package or as a custom add-on.

