AI/ML/ DL Developer for Research Project
Budget: ₹600 – ₹1,500 INR
I am looking for an experienced AI/ML developer to build and evaluate machine learning models for a research-based project.
Project Requirements:
1. Build and train machine learning models using Python.
2. Perform data preprocessing, feature engineering, and exploratory data analysis (EDA).
3. Implement and compare multiple models such as:
* Logistic Regression
* Random Forest
* Support Vector Machine
* XGBoost
* Deep Learning models (CNN/LSTM if required)
4. Evaluate models using performance metrics such as:
* Accuracy
* Precision
* Recall
* F1-score
* Confusion Matrix
* ROC-AUC
5. Provide clear Python code using libraries such as:
* NumPy
* Pandas
* Scikit-learn
* TensorFlow or PyTorch
* Matplotlib / Seaborn
6. (Optional but preferred) Implement Explainable AI techniques such as SHAP or LIME for model interpretation.
Deliverables:
* Well-documented Python code
* Model comparison results
* Evaluation metrics and visualizations
* Brief explanation of methodology
This project is intended for research purposes, so clean code and proper documentation are important.
Please include examples of similar AI/ML work in your proposal.
Project Requirements:
1. Build and train machine learning models using Python.
2. Perform data preprocessing, feature engineering, and exploratory data analysis (EDA).
3. Implement and compare multiple models such as:
* Logistic Regression
* Random Forest
* Support Vector Machine
* XGBoost
* Deep Learning models (CNN/LSTM if required)
4. Evaluate models using performance metrics such as:
* Accuracy
* Precision
* Recall
* F1-score
* Confusion Matrix
* ROC-AUC
5. Provide clear Python code using libraries such as:
* NumPy
* Pandas
* Scikit-learn
* TensorFlow or PyTorch
* Matplotlib / Seaborn
6. (Optional but preferred) Implement Explainable AI techniques such as SHAP or LIME for model interpretation.
Deliverables:
* Well-documented Python code
* Model comparison results
* Evaluation metrics and visualizations
* Brief explanation of methodology
This project is intended for research purposes, so clean code and proper documentation are important.
Please include examples of similar AI/ML work in your proposal.
Related categories:
Python
Statistics
Machine Learning (ML)
Data Mining
Data Science
NumPy
Data Analysis
Deep Learning
Pandas
AI Development