Open to opportunities

Pavan Banoth

@pavanbanoth

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AI Engineer building end-to-end ML solutions and analytics pipelines for measurable business outcomes.

India

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What I'm looking for

I’m looking for a role where I can build predictive models and analytics pipelines end-to-end, turn business requirements into scalable ML solutions, and deliver measurable impact through data visualization and real-world problem solving.

I’m an AI Engineer focused on delivering end-to-end machine learning solutions and data analytics pipelines. I translate complex business requirements into scalable models and analytics that drive measurable results.

In my mentor-led ML internship, I built regression models for traffic volume forecasting, reaching 92% prediction accuracy, and used time-series analysis to identify congestion patterns for data-driven urban planning. I also completed certification demonstrating proficiency in advanced ML methodologies.

Across my projects, I led a lead score prediction model with 85% accuracy and improved model stability by 30% using VIF-based multicollinearity analysis, and I built a traffic forecasting approach with a 92% R-squared and 95% accuracy for identifying peak congestion hours. I also analyzed 500M+ UPI transactions and shipped an interactive Streamlit dashboard to surface adoption trends and state-wise insights.

Experience

Work history, roles, and key accomplishments

Machine Learning Intern

Uber × mentormind.in

Dec 2025 - Jan 2026 (1 month)

Built regression models for traffic volume forecasting achieving 92% prediction accuracy using historical traffic patterns and weather data. Applied time-series analysis to identify congestion patterns that informed data-driven urban planning decisions and completed a mentor-led certification program.

Machine Learning Regression Modeling Time Series Analysis Feature Engineering Model Evaluation Python data preprocessing

Education

Degrees, certifications, and relevant coursework

upGrad

Professional Certificate Program, AI and Data Science

Earned a Professional Certificate Program in AI and Data Science from upGrad.

Amrita Vishwa Vidyapeetham

Bachelor of Technology (B.Tech), Artificial Intelligence

2020 - 2024

Completed a B.Tech in Artificial Intelligence with coursework in Machine Learning, Deep Learning, Artificial Intelligence, and Statistics, plus foundational topics in data structures, databases, and neural networks.

Uber × mentormind.in

Mentor-led Internship Certificate, Machine Learning

Activities and societies: Verification ID: MM-22573.

Completed a mentor-led program focused on applying machine learning techniques to real-world traffic analytics challenges and advanced ML methodologies.