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NisargaGondi/README.md

Hey there πŸ‘‹

πŸ“– π™°πš‹πš˜πšžπš π™ΌπšŽ

Graduate Student @ Carnegie Mellon University
MS in AI Engineering - Information Security, Class of 2027

Research Assistant @ CMU CyLab
Working on Adversarial Machine Learning + Information Security

Previous Experience:

  • πŸ”¬ Samsung R&D Bangalore - Built production ML pipeline for notification classification using ONNX Runtime
  • βš™οΈ Ericsson - Developed Python automation tools for 5G infrastructure deployment with Kubernetes and CI/CD
  • πŸ“Š Published Researcher - IEEE Conference paper on multi-constraint time series imputation

Current Focus:

  • Information Security, Usable Privacy and Security
  • Adversarial ML defenses and model robustness
  • Security vulnerabilities in ML applications

Seeking: Summer 2026 internships in Security Engineering, ML/AI Engineering

πŸ”¬ Featured Research & Projects

Graduate research on adversarial robustness for text classifiers at CMU CyLab. Evaluating attack vectors and defense mechanisms for SMS scam detection models.

Published at IEEE 2024. Novel framework for handling missing values in sensor data by sequencing 12 imputation algorithms across multiple constraints. Achieved 60% RMSE reduction on production datasets.

All India Rank 7 - Aerothon 2024 National Competition
Autonomous UAV system for disaster zone reconnaissance with real-time computer vision and GPS-denied navigation.

πŸ§‘β€πŸ’» Technical Stack

Machine Learning & AI:

pytorch tensorflow huggingface onnx sklearn jax pandas numpy

Security & Exploitation:

wireshark metasploit burpsuite gdb nmap openssl

Programming Languages:

python golang cpp c java kotlin javascript typescript bash

Infrastructure & DevOps:

kubernetes docker aws gcp linux git gitlab kafka helm

Backend & APIs:

nodejs express rest

Frontend & Mobile:

react android flutter tailwind bootstrap

Databases:

postgresql mysql mongodb firebase cassandra

Data Visualization & Analytics:

matplotlib seaborn

Security Expertise:

  • Binary Exploitation | Cryptography | Network Security | Penetration Testing
  • TLS/Kerberos | X.509 Certificates | AES/RSA/SHA-256 | TCP/IP

πŸ“« π™·πš˜πš  𝚝𝚘 πš›πšŽπšŠπšŒπš‘ πš–πšŽ:

Email: nisargagondi@gmail.com

Portfolio: Google Sites (https://sites.google.com/view/nisargagondi/home)

Website: nisargagondi.github.io (https://nisargagondi.github.io/)

Snake animation

"Building ML systems that are both powerful and trustworthy."

Pinned Loading

  1. alexliu0809/quik-sms-scam alexliu0809/quik-sms-scam Public

    Forked from quik-sms/quik

    QUIK CMU Study

    Kotlin 2 1

  2. Adversarial-ML-Information-Security-Research Adversarial-ML-Information-Security-Research Public

    My research and contribution in the ML + InfoSec field

  3. DynamicIterativeImputation DynamicIterativeImputation Public

  4. decentralized_instagram decentralized_instagram Public

    JavaScript

  5. Singularity Singularity Public

    Website for our Singularity - The Astronomy Society Club

    JavaScript

  6. Gauri-ram/Super.Cart_project Gauri-ram/Super.Cart_project Public

    Dart