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Pratik Munavalli

@pratikmunavalli

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I build deterministic multi-agent AI pipelines for reliable data and machine learning systems.

India

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What I'm looking for

I'm seeking a full-time Agentic AI or Machine Learning Engineering role where I can build reliable, production-ready multi-agent systems, deterministic LLMOps pipelines, RAG systems, and machine learning solutions.

I built a five-agent, edge-native smart grid pipeline that detected and remediated telemetry anomalies with a 1.00 F1-score and zero false positives across 252 simulated faults. I also developed a multimodal scientific VQA and RAG system for 20,000+ SPIQA image-question pairs, improving F1 by 73%.

At Four Brothers Exclusive, I analyzed 10,000+ sales transactions, influenced a permanent pricing-policy revision through discount elasticity analysis, and built a 97% accurate Holt-Winters revenue forecast. Earlier at Creintors Automation Solutions, I contributed 400+ hours of production software development, testing, debugging, validation suites, and regression fixes.

Experience

Work history, roles, and key accomplishments

Business Analyst Intern

Four Brothers Exclusive

Jun 2025 - Jul 2025 (1 month)

Analyzed 10,000+ multi-channel sales transaction records using Python and built a Holt-Winters time-series model for revenue forecasting, achieving 97% predictive accuracy. Conducted discount elasticity analysis that led to a permanent revision of corporate pricing policy.

Python Pandas NumPy Matplotlib Time Series Analysis Data Analysis Forecasting

Software Engineering Intern

Creintors Automation Solutions Pvt. Ltd.

Jan 2022 - Sep 2022 (8 months)

Completed 400+ hours of hands-on software development, testing, and debugging on a production-grade Tool Management System. Authored validation suites, patched regression bugs, and streamlined operational routing modules, earning formal recognition from executive management.

Software Development Testing Debugging Validation Regression Testing