Open to opportunities

Panchangni Dhangar

@panchangnidhangar

Message

I build scalable machine learning systems for real-world business decisions.

India

Message

What I'm looking for

I'm looking to build scalable AI systems that solve real-world business problems, with opportunities to work on predictive modeling, model deployment, explainable AI, and MLOps.

I've built predictive analytics and business automation solutions at Stella Industries using Python, SQL, Scikit-learn, FastAPI, and Docker. My work covers preprocessing, feature engineering, hyperparameter tuning, model evaluation, and deployable inference services.

Previously at Unified Mentor Pvt. Ltd., I processed structured datasets of up to 18M+ records and developed regression and classification models backed by statistical validation. I also created interactive dashboards to help business stakeholders act on data-driven insights.

Through projects including a fraud detection MLOps pipeline and a customer churn prediction platform, I've applied XGBoost, SHAP, MLflow, CI/CD, and risk scoring to build scalable ML applications for real-time decisions.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Engineer

Current

Stella Industries

Feb 2026 - Present (6 months)

Built and optimized machine learning models using Python, SQL, and Scikit-learn for business automation and predictive analytics. Developed FastAPI inference services and collaborated on Docker-based deployment following Agile practices.

Python SQL scikit learn fastAPI Docker Agile Machine Learning Predictive Analytics