You will get AI Insights on Autopilot: S3 to SageMaker in Seconds


Project details
Forget building models in silos – this project is about unleashing the full potential of AI for your business. We'll craft a server less ML workflow so seamlessly integrated with your AWS, you'll barely notice the magic happening behind the scenes. Forget generic solutions – we'll collaborate closely to tailor every step, from algorithm selection to data insights, to your specific goals and data. And transparency? Absolutely! Regular updates and clear reports will keep you informed and empowered to make data-driven decisions. But ultimately, it's not just about technical wizardry; it's about delivering real-world results. We'll focus on building a practical solution that drives tangible business benefits, evolves with your data, and scales with your needs. Partner with me, and let's revolutionize your business with the power of AI, together.
Machine Learning Tools
Amazon SageMaker, Azure Machine Learning, ChatGPT, Databricks Platform, GitHub Copilot, Google AutoML, Google Data Studio, Google Sheets, Microsoft Excel, Microsoft Power BI, NumPy, pandas, Python, Python Scikit-Learn, scikit-learn, SQL, Tableau, XGBoostWhat's included
| Service Tiers |
Starter
$500
|
Standard
$1,000
|
Advanced
$1,200
|
|---|---|---|---|
| Delivery Time | 7 days | 10 days | 14 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 2 | 3 |
Number of Scenarios | 2 | 4 | 5 |
Number of Graphs/Charts | 3 | 5 | 8 |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | - | ||
Source Code | - | - |
About Marium
Educational Content Developer & AI Tools Builder | Curriculum Designer
Karachi, Pakistan - 4:19 pm local time
I sit at a rare intersection that very few freelancers can offer: a qualified educator with a Bachelor of Education, years of real classroom and curriculum experience, AND hands-on AI development skills. This means I don't just build things, I build things that humans can actually understand and use.
My track record speaks for itself. I have delivered 5-star rated educational projects for verified UK clients, including:
✅ Converting 20 Islamic textbooks into complete structured course materials, 12 lessons of 3 hours each, detailed PowerPoint presentations, lesson plans with aims and objectives, and end-of-course assessments.
✅ Writing comprehensive training course scripts on Communication Theories for a UK training company praised for "appropriate level of detail," "clearly written," and "fast turnaround."
On the AI side, my flagship project is CIRO, a national-scale 7-agent autonomous crisis response system for Pakistan built with Python, FastAPI, React Native, and WebSockets. I also hold 6 Google Cloud Professional certifications.
WHAT I DELIVER FOR YOU:
📚 EDUCATIONAL CONTENT & CURRICULUM
-Course development and curriculum design from scratch
-Lesson plans with clear aims, objectives, and assessments
-PowerPoint presentations from any source material
-Training course scripts for video-based learning
-End-of-course test papers and assessments
-Level 5 educational content for professional training
-British English content for UK clients
🤖 AI-POWERED TOOLS & APPLICATIONS
-AI study assistants and educational chatbots
-Custom LangChain and RAG document Q&A systems
-Streamlit web applications for data and content
-Multi-agent AI workflows and automation
-Google Cloud AI integrations
✍️ TECHNICAL WRITING & CONTENT STRATEGY
-Technical documentation and white papers
-AI-assisted content creation and strategy
-Medium articles and educational blog content
-Instructional design for online learning platforms
WHY CLIENTS CHOOSE ME:
"Marium strives to go the extra mile when working!" Adam K., London, UK
"Excellent work. Clearly written and submitted with a fast turnaround." Ann O., Huddersfield, UK
I combine the rare skills of knowing HOW to build something AND knowing how real humans will learn from it and use it. Most developers can code. Most writers can write. Very few can do both, and fewer still have a teaching degree on top.
TECHNICAL STACK:
Python | FastAPI | Streamlit | LangChain | Gemini API | React Native | Google Cloud Platform | BigQuery | Vertex AI | Power BI | SQL | Docker | GitHub
CERTIFICATIONS:
Google Cloud Professional ML Engineer | Professional Data Engineer | Professional Cloud Architect | Professional Cloud Developer | Associate Cloud Engineer | Cloud Digital Leader
British English fluency guaranteed. Available 30+ hours per week.
Fast turnaround always.
Ready to build something smart and human? Click Hire or send me a message. Let's talk.
Steps for completing your project
After purchasing the project, send requirements so Marium can start the project.
Delivery time starts when Marium receives requirements from you.
Marium works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery & Planning
Development & Implementation

