
Junior Full-Stack & ML Developer
Optico Solutions Pvt. Ltd.
Jul 2022 - Dec 2022 • Bhopal, India
Supported full-stack developer workflows including task execution, quality assurance, reporting, and client deliverable preparation. Built reusable templates and automated repetitive processes, reducing manual effort by 30% and improving team productivity across cross-functional teams.
- Developed customer churn and demand prediction models using PyTorch and Scikit-learn, achieving 0.91 F1 score and reducing monthly churn by 18%
- Implemented automated feature engineering pipelines processing 2M+ records daily with comprehensive data validation, monitoring, and alerting
- Automated weekly reporting workflows reducing manual data preparation by 8 hours/week and improving stakeholder visibility
Key Projects
QuantFlow
Python, NumPy, Pandas, FastAPI, React, D3.js, Power BI
Customer Churn Prediction Pipeline
PyTorch, Scikit-learn, MLflow, Docker


