I will build custom machine learning, predictive models, and python scripts
AI and ML Engineer
About this Gig
Are you looking to unlock actionable insights from your structured data or build high-accuracy predictive machine learning models? Youre in the right place!
I am an Machine Learning Engineer specializing in Data Science, Predictive Analytics, and Tabular ML Solutions using Python. Whether you need exploratory data analysis, data preprocessing, or advanced ensemble models, I build robust end-to-end pipelines tailored to your business goals.
What I Offer:
- Data Preprocessing & Cleaning: Handling missing values, outlier detection, data encoding, scaling, and feature engineering.
- Exploratory Data Analysis (EDA): In-depth visual analysis, correlation matrix generation, and dataset insights.
- Predictive Modeling:
- Classification (Logistic Regression, Decision Trees, Random Forests, XGBoost, LightGBM)
- Regression (Linear/Ridge/Lasso Regression, Gradient Boosting)
- Clustering & Unsupervised Learning (K-Means, DBSCAN, PCA)
- Time Series & Anomaly Detection
- Model Optimization & Evaluation: Hyperparameter tuning (GridSearchCV / RandomizedSearchCV), ROC-AUC, Confusion Matrix, Cross-Validation, and F1-score evaluation.
- API Integration: Wrapping trained models (.pkl / .joblib) into lightweight FastAPI
Programming language:
Python
•
Colab
Frameworks:
Scikit-learn
•
Keras
•
PyTorch
•
Panda
•
Other
APIs:
Other
Tools:
Jupyter Notebook
•
Colab
My Portfolio
Other Data Science & ML Services I Offer
FAQ
What format should I provide my dataset in?
I accept datasets in CSV, Excel (.xlsx), JSON, SQL databases, or direct download links (Google Drive/Kaggle).
What deliverables will I receive?
Depending on your package, you will receive fully commented Jupyter Notebooks (.ipynb) or Python scripts (.py), trained model files (.pkl), evaluation metric reports, and optional FastAPI/Flask scripts.
Do you offer live cloud hosting on AWS/GCP?
I focus on building, tuning, and packaging models into local API frameworks (FastAPI/Flask) ready for integration. I do not manage long-term cloud hosting environments directly.

