I will build end to end machine learning models with API deployment
About this Gig
Are you looking for more than just a Jupyter Notebook? I provide end-to-end Machine Learning solutions that transition seamlessly from raw data to production-ready applications.
As a Data Science specialist with a background in Electrical Engineering, I bridge the gap between complex mathematical modeling and functional software architecture. Whether you need to predict financial risk, analyze global sentiments, or classify images, I deliver accurate, scalable, and interactive tools.
What I Offer:
- Scalable Data Architecture: Implementation of Medallion Architecture to ensure data integrity from ingestion to insight.
- Advanced Predictive Modeling: Expert use of XGBoost and ensemble methods for high-accuracy credit scoring and expenditure prediction.
- Backend & API Integration: Developing FastAPI/Flask backends to integrate models into your existing ecosystem.
- Interactive Dashboards: Professional deployment using Streamlit for real-time data interaction.
- Deep Learning & NLP: Custom solutions for image validation (CNNs) and sentiment analysis.
My Portfolio
Other Data Science & ML Services I Offer
FAQ
What do I need to provide to get started?
Please provide your dataset (CSV, SQL database, or API access) and a clear description of the business problem you want to solve. If your data is "messy," don't worry, I handle rigorous data cleaning as part of every package
Can you integrate the model into my existing website or app?
Yes. I can develop a RESTful API (using FastAPI or Flask) that allows your backend to communicate with the machine learning model for real-time predictions.
Do you handle "Big Data"?
Yes. I am proficient in SQL and BigQuery , and I apply Medallion Architecture principles to ensure your data pipelines remain organized and scalable as your data grows.

