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Avinash Amudala

Avinash Amudala

Full-stack engineer and AI platform builder

avinash-amudala
Sunnyvale, California
Rochester, New York
Joined March 2026
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Summary

Full‑stack engineer focused on building production AI platforms that combine scalable backends, retrieval systems, data pipelines, and user-facing interfaces. avinash-amudala+1
Researcher and tooling author in experimental reliability: developed PROXIMA to evaluate proxy metrics, detect fragility (e.g., sign flips), and simulate decision regret for safer A/B testing. github+1
Practical experience across telecom and cloud-native systems, with early-career roles at Ericsson and internship/full-time roles in industry (Nokia) and academic engineering at RIT. wordpress+1
Committed to reproducibility and open-source: publishes code, notes, and reproducibility artifacts (multiple GitHub projects and project NOTES) for research and tools. github+2
Educator and mentor through teaching assistant roles, contributing to software engineering coursework and student support at Rochester Institute of Technology. wordpress+1

Work

Education

Projects

Writing

System and Method for Reliability Scoring of Proxy Metrics in Experiments

February 1, 2026

Paper and public disclosure describing PROXIMA, a framework to quantify proxy reliability in experiments by measuring directional accuracy, fragility, and decision regret to improve proxy selection under delayed outcomes.

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An IoT-Model for Monitoring Irrigated Crops

Research work on enhancing water management for irrigated crops using IoT and wireless sensor networks.

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Hobbies

Participates in university cultural events and cookery/food clubs; volunteers in campus festival and public-relations activities. wordpress