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PulindGadhia/README.md

Typing SVG



       


$ whoami

class PulindGadhia:
    role        = "CSE (AI & ML) Student · Marwadi University"
    location    = "Rajkot, Gujarat, India 🇮🇳"
    goal        = "AI Engineer"

    built = [
        "AI-powered deepfake audio detector  (Python · scikit-learn · librosa)",
        "Quantum-Ready TLS scanner with risk scoring  (Python · cryptography · PQC)",
    ]

    exploring   = ["Deep Learning (actively exploring)", "Google Cloud", "AI Security"]
    languages   = ["Python", "C++", "Java", "C", "SQL"]

    philosophy  = "Build first. Understand deeply. Ship when it matters."

$ Featured Projects

🎙️ AI Voice Detector

Python scikit-learn Audio AI

Binary audio classifier that distinguishes real human speech from AI-generated voices — built to address the growing threat of voice deepfakes.

  • Extracts MFCCs and spectral features via librosa
  • Trains a supervised classifier on labeled audio datasets
  • Applicable to voice authentication and media integrity verification

🔗 GitHub: PulindGadhia/Ai_Voice_Detector  |  🎥 Demo: Coming Soon

🔐 QuantumShield PQC Scanner

Python Security TLS

Audits TLS endpoints for post-quantum cryptography readiness and generates AI-computed risk scores to surface cryptographic vulnerabilities.

  • Detects PQC algorithms (ML-KEM, ML-DSA) and hybrid schemes
  • Flags systems exposed to "Harvest Now, Decrypt Later" attacks
  • Outputs structured risk reports per scanned endpoint

🔗 GitHub: PulindGadhia/quantumshield-pqc-scanner  | 

📸 Preview




$ What I've Built

  Domain               │  Project                      │  Problem Solved
  ─────────────────────┼───────────────────────────────┼──────────────────────────────────
  🎙️ Audio AI          │  AI Voice Detector             │  Classify real vs synthetic speech
  🔐 Quantum Security  │  QuantumShield PQC Scanner     │  Audit TLS for post-quantum readiness
  ☁️ Cloud             │  GCP Arcade Facilitator 2025   │  Champion Tier · Cohort 2

$ Tech Stack

Languages

Python C++ Java C SQL MATLAB

AI · ML · Audio

scikit-learn NumPy Pandas librosa Matplotlib

Security · Cloud

Cryptography TLS/SSL Google Cloud Linux

Tools · Workflow

VS Code Git GitHub Actions Jupyter Kaggle


$ Currently Focused On

Priority Area Direction
01 ML Fundamentals Learning how to build models from scratch like regression, trees, SVMs, and ensembles
02 Deep Learning Learning neural networks, CNNs, and sequence models by practicing
03 Google Cloud Preparing for the Associate Cloud Engineer exam
04 AI Security Working on deepfake detection and basic quantum-safe ideas

$ How I Think

Do not start coding immediately.

First, understand the problem clearly. Then break it into smaller parts and build a simple working version. After that, improve it step by step.

Focus on depth over breadth. Understanding one concept well is more valuable than knowing many without clarity.

Learning happens through building projects, reading documentation, and improving based on mistakes.


$ Principles I Follow

  • Write simple and clear code
  • Focus on understanding concepts, not just using tools
  • Build real projects, not just small demos
  • Improve step by step
  • Work on problems that are useful

$ GitHub Stats


   
 

$ Contribution Activity

Activity Graph


$ Contribution Snake

GitHub contribution snake animation

"Understanding a problem deeply is more valuable than solving it quickly."


$ Connect

     


💬 Open to collaborations, mentorship, hackathons, and meaningful conversations


Popular repositories Loading

  1. Ai_Voice_Detector Ai_Voice_Detector Public

    Python

  2. quantumshield-pqc-scanner quantumshield-pqc-scanner Public

    Quantum-Ready TLS Scanner with AI Risk Scoring and PQC Compliance Validation

    Python

  3. mdanalysis mdanalysis Public

    Forked from MDAnalysis/mdanalysis

    MDAnalysis is a Python library to analyze molecular dynamics simulations.

    Python

  4. TF2.2_OSIPI-ASL-toolbox TF2.2_OSIPI-ASL-toolbox Public

    Forked from OSIPI/TF2.2_OSIPI-ASL-toolbox

    TF2.2 ASL code contributions for Arterial Spin Labeling data processing, collected within the Open-Source Initiative for Perfusion Imaging (OSIPI)

    MATLAB

  5. PulindGadhia PulindGadhia Public