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$
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I will develop machine learning solutions in python, tensorflow, and deploy to cloud
Building Custom IoT Hardware and Edge AI Solutions
I’m an Embedded Systems & IoT Expert from Pakistan. I have a master’s in systems engineering and 3+ years of experience in the smart device automation industry.
I’m excited about building custom firmw...
Level 1
Has met certain performance criteria and shows strong potential in the marketplace.
About this Gig
Tired of "Jupyter Notebook Hell." Lets turn your data into a deployed product.
You dont just need a model with 99% accuracy; you need an AI solution that actually integrates with your business. I am a Machine Learning Engineer specializing in building end-to-end AI products.
I handle the entire lifecycle: from cleaning your messy data to training state-of-the-art models and deploying them as APIs or web applications that your users can interact with.
My "End-to-End" Pipeline:
- Data Engineering: Cleaning, preprocessing, and augmentation.
- Model Development: Custom architectures using TensorFlow, PyTorch, or Scikit-learn.
- Evaluation: rigorous testing to ensure real-world reliability, not just high training scores.
- Deployment (The Critical Step): Wrapping your model in FastAPI/Flask and deploying it to AWS/GCP/Azure or Dockerizing it for production.
I specialize in:
- Computer Vision: Object detection (YOLO), Face Recognition, Image Segmentation.
- NLP: Chatbots (LLMs/GPT), Sentiment Analysis, Text Classification.
- Predictive Analytics: Sales forecasting, Churn prediction, Recommendation Systems.
Please message me with your dataset and goal before ordering.
Programming language:
Python
•
MATLAB
•
SQL
•
Java
•
Amazon SageMaker
Frameworks:
Scikit-learn
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Google ML Kit
•
Keras
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PyTorch
•
Panda
My Portfolio
FAQ
What do I need to provide before you start?
Usually, I’ll need your dataset (if available), a short description of your project, and what outcome you’re looking for (prediction, classification, automation, etc.). If you don’t have data yet, I can guide you on how to collect or generate it.
Which tools and technologies do you use?
I work mainly with Python, TensorFlow, PyTorch, scikit-learn, OpenCV, and NLP libraries. I choose the stack depending on your project’s requirements.
Will you explain how the model works?
Yes. I believe in transparency. Along with the solution, I’ll explain the workflow and results so you understand how the model makes predictions.
Do you also deploy the model or just build it?
Both. I can deliver just the trained model or help you integrate and deploy it into a usable application (API, dashboard, or app) depending on the package you choose.
