I will build machine learning models, predictive analytics and ai solutions in python
I Help Businesses Grow with AI, Automation, Prediction, Vision, and Smart Agents
About this Gig
Most models look good in a notebook. Mine are built for production.
I achieved 1.23% MAPE across 580,000+ real demand transactions and built a predictive maintenance system that prevented $38,000 in equipment failures.
I'm Ibadat, an 2 years of experienced ML Engineer and AI Systems Builder delivering practical AI solutions with clean, production-ready code.
WHAT I BUILD:
Machine Learning: Classification, regression, clustering, XGBoost, Random Forest, LightGBM & SHAP.
Time Series: Forecasting, anomaly detection and predictive analytics using Prophet, SARIMA & LSTM.
Deep Learning: CNNs, LSTMs & Transformers for image, audio and sequential data.
NLP & RAG: Sentiment analysis, text classification, NER & document Q&A.
Computer Vision: YOLOv8, OpenCV, image classification & defect detection.
Deployment: FastAPI, Flask & Docker for production-ready AI APIs.
EVERY DELIVERY INCLUDES:
- Clean Python source code
- Documented Jupyter notebook
- Model evaluation & visualizations
- Performance report
TECH STACK:
Python · scikit-learn · XGBoost · PyTorch · TensorFlow · FastAPI · Docker · SHAP · OpenCV
Message me with your dataset and goal. I'll recommend the right package.
My Portfolio
FAQ
What do I need to share to get started?
Your dataset (CSV, Excel, JSON, or a description of where it comes from), the problem you want solved, and your deadline. If you are unsure, just message me — I will ask the right questions and guide you to the correct package.
What exactly will I receive when the order is complete?
Clean, commented source code + a fully documented Jupyter notebook + model evaluation metrics + a written performance report explaining the approach and results. Premium orders also include a video walkthrough of the code.
What if I don't have a dataset?
No problem. I can source publicly available datasets suited to your goal, or help you design a data collection strategy. Just describe what you want to predict, classify, or detect and I will handle the rest.
Can you deploy the model as a working API?
Yes. Standard and Premium packages include FastAPI or Flask deployment so the model is immediately accessible as an endpoint for your app or website. Docker containerization is included in the Premium package for cloud-ready deployment.
Who owns the code and model after delivery?
You do. Full source code handover on delivery. No licensing fees, no restrictions. The code and model are 100% yours from the moment I deliver.
Do you offer support after the order is closed?
Yes. If something is not working as expected after delivery, message me and I will fix it. I do not disappear after the order closes. Your satisfaction with the working result is the actual finish line.

