Avinash Gudipati

Professional Experience

United States | Current

Working on WLAN system testing, functional validation, and performance analysis.
Performing PHY and MAC layer debugging, throughput analysis, and feature validation.
Collaborating with cross‑functional teams to improve reliability and performance of Wi‑Fi.

College Park, MD, USA | Oct 2023 – May 2025

Developing and testing nonlinear compression models for RF and audio-domain signals, achieving measurable improvements in reconstruction quality.
Demonstrated ~100:1 compression on sonar audio data while preserving 94% machine learning detection accuracy (vs. 95% on uncompressed data), validating compression suitability for downstream ML tasks.
Designed and automated a MATLAB-based evaluation pipeline to compute metrics including MSE, L2 loss, and SSIM, reducing manual workload by ~80% and significantly accelerating test cycles.
Performed comparative analysis across compression configurations to guide model selection and system-level tradeoffs.

College Park, MD, USA | Aug 2023 – Dec 2023

Conducted hands‑on lab sessions for graduate students covering Wireshark, Linux, and Juniper routers.
Mentored students to achieve proficiency in JUNOS configuration aligned with JNCIA certification.
Supported coursework delivery and lab design under Prof. Zoltan Safar.

Hyderabad, India | May 2020 – Jun 2020

Developed an event‑triggered messaging system with an Android‑based user interface.
Integrated the application with Amazon EC2 for cloud‑based message transmission.

Hyderabad, India | Aug 2019 – Feb 2020

Worked on conceptual design and implementation of health monitoring systems for missile platforms.
Designed and simulated sensor‑integrated systems using Proteus.
Integrated temperature, pressure, and humidity sensors for real‑time monitoring use cases.

MS in Telecommunications | College Park, MD, USA

BE in Electronics and Communications Engineering | Telangana, India