Optimize ML Predictive Model for PPI
Budget: ₹1,500 – ₹12,500 INR
I'm seeking a skilled machine learning expert to enhance the performance of my current prediction model, which employs a random forest algorithm. This project revolves around computational biotechnologies, specifically focusing on predicting protein-protein interactions (PPIs) through binding energy forecasts.
Key Responsibilities:
- Tuning the current algorithm to improve model performance
- Conducting hyperparameter optimization primarily through grid search
- Enhancing current feature selection process and performing feature engineering
The ideal candidate will have extensive experience in machine learning and Python, with a proven track record in algorithm tuning and feature engineering. Knowledge and experience in computational biotechnology and protein-protein interaction prediction will be a significant advantage.
Key Responsibilities:
- Tuning the current algorithm to improve model performance
- Conducting hyperparameter optimization primarily through grid search
- Enhancing current feature selection process and performing feature engineering
The ideal candidate will have extensive experience in machine learning and Python, with a proven track record in algorithm tuning and feature engineering. Knowledge and experience in computational biotechnology and protein-protein interaction prediction will be a significant advantage.