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English
$
USD
I will build and deploy a machine learning model with fastapi and dashboard
AI ML Engineer, Software Engineer, Data Scientist, RAG, Generative AI
I build things that actually run in production, not just prototypes. AI/ML & backend engineer specializing in RAG chatbots, automated ML pipelines, and FastAPI backends, deployed end-to-end. Recent wo...
About this Gig
Your data is in a spreadsheet, CSV, or online. Your model is in a notebook. Neither is helping your business yet.
I turn your data into a working prediction system your team can use through a live API or an easy dashboard.
What you get?
- Data cleaning, model training and honest accuracy testing
- A live API and/or interactive dashboard (built with the frontend that suits you)
- Monitoring so you know when accuracy drops (Premium)
- Plain-English report explaining results
What it can do for you?
Forecast sales and demand, predict which customers will leave, score leads, estimate prices, flag fraud or unusual activity, group customers into segments. Deep learning (images, text) is available on request and scoped after a free feasibility check.
Tools & Technlogies:
Python, scikit-learn, Pandas, FastAPI, Docker. TensorFlow when the project needs it.
How it works?
1. Message me your goal and a small data sample.
2. I reply with a free feasibility check.
3. You pick the package that fits, and I deliver in stages.
Not sure ML fits? I will tell you honestly before you spend a dollar.
Live demo (air-quality forecasting dashboard): https://multan-aqi.streamlit.app
Programming language:
Python
•
SQL
•
NoSQL
•
MLflow
Frameworks:
Scikit-learn
•
Panda
•
Other
APIs:
Other
Tools:
Jupyter Notebook
•
TensorFlow
•
Excel
•
MLflow
•
Colab
My Portfolio
FAQ
What data do I need?
A CSV, Excel file, or any source of data. Around 500+ rows works for most tabular problems. Send a small sample first and I'll check feasibility for free.
Is my data kept confidential?
Yes. Your data is used only for your project and deleted from my systems on request after delivery. I'm happy to sign an NDA.
Who pays for hosting?
Deployment on free tiers (Render, Hugging Face Spaces) is included. If you need paid cloud hosting (AWS, Azure, GCP), the hosting bill is yours, and I'll set it up in your account.
What if my data isn't enough for a good model?
I'll tell you before you order, or right after reviewing your data, and recommend what to collect. If ML isn't a fit, I'll cancel the order rather than deliver a weak model.
Do I get the source code?
Source code and documentation are included in Premium. For Basic and Standard, they are available as an add-on.
Do you do deep learning (images, text, video, neural networks)?
Yes, on request. Send me your data and goal first. I'll tell you honestly whether it's feasible and what accuracy to expect before you order.
