Student | Python Developer | Machine Learning Enthusiast
I enjoy building machine learning applications and exploring how models can be deployed through APIs and web applications.
My interests include:
- Machine Learning
- Python Development
- Backend Development
- API Design
- Docker
- System Design
I like working on projects that combine machine learning, software development, and deployment.
A machine learning application demonstrating the complete workflow from model training to deployment.
Tech Stack
Python • Scikit-learn • FastAPI • Docker • MySQL • SQLAlchemy
https://car-price-ml-system.onrender.com/
https://github.com/Atharv-AC/Car-Price-ML-System
- Structured machine learning pipeline
- Model version management
- FastAPI prediction API
- Prediction logging with MySQL
- Docker-based deployment
- Modular project architecture
A machine learning project focused on deployment, testing, and maintainable architecture.
Tech Stack
Python • Scikit-learn • FastAPI • Docker • Pytest
https://house-price-ml-system.onrender.com
https://github.com/Atharv-AC/house-price-ml-system
- Training and inference workflow separation
- Model version management
- FastAPI-based predictions
- Docker containerization
- Automated testing
- Interactive prediction interface
Classification project using Logistic Regression to predict student outcomes.
Regression project with an interactive Streamlit dashboard.
🔗 https://predict-ui-dashboards.streamlit.app/
- Training and inference workflows
- Model version management
- API-based model serving
- Prediction logging
- Containerized applications
- Reproducible ML pipelines
- Software testing
- Python
- Pandas
- NumPy
- Matplotlib
- Scikit-learn
- Feature Engineering
- Model Evaluation
- Regression & Classification
- FastAPI
- SQLAlchemy
- Docker
- MySQL
- REST APIs
- Pytest
- Built and deployed machine learning applications
- Developed APIs for model serving
- Worked with Docker and SQL databases
- Implemented testing and version management
- Created interactive web applications for predictions
⭐ Interested in machine learning, backend development, and building useful software.