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SauravSJK/README.md

Senior Machine Learning Engineer | MSCS @ University of Washington

Bridging the gap between Enterprise Security Governance and Deep Learning.

🚀 Professional Profile

  • Expertise: Specialized in building Autonomous AI Agents and RAG-based Security Systems for enterprise-scale log auditing.
  • Background: 5+ years of experience in Security Governance (SAP GRC) and Access Control, now applying these principles to LLM Guardrails and AI Safety.
  • Research: Author of "Geometric Deep Learning for Multiple Conformation Generation from Electron Density Images," published in IEEE CAI2025.

🛠️ Current Focus

  • 🔭 SecuriteAI: Developing a schema-agnostic, RAG-driven audit tool that parses thousands of Linux security logs to identify behavioral anomalies.
  • 🏗️ LLM Systems: Implementing function-calling protocols to connect LLMs with secure enterprise APIs for real-time privilege verification.
  • 🧠 Advanced DSA: Daily solving LeetCode Medium/Hard problems to maintain algorithmic rigor for high-performance system design.

💬 Technical Stack

  • Languages: Python (Expert), SQL, C++.
  • AI/ML: PyTorch (from-scratch implementation), Transformers, LLM Orchestration (RAG, Tool-Use).
  • Systems: Linux Syslogs, Vector Databases (ChromaDB/Pinecone), SAP Security.

📫 Connect with Me

⚡ Beyond the Code

  • 🏎️ Huge Formula 1 fan (Always rooting for Max Verstappen).
  • 🏸 Active Pickleball player.

Pinned Loading

  1. SecuriteAI SecuriteAI Public

    Anomaly Detection in Linux System Logs

    Python

  2. ml-from-scratch ml-from-scratch Public

    A comprehensive library of ML algorithms and Deep Learning architectures built from first principles.

    Python

  3. Face-Aging-using-GAN Face-Aging-using-GAN Public

    A TensorFlow GAN model to transform input images based on target age

    Python 6 2

  4. Movie-Recommendation Movie-Recommendation Public

    A DNN for recommending movies based on a user's history.

    Python 1

  5. Translator Translator Public

    English to Malayalam Sentence Translator

    OCaml

  6. Mask-Detection Mask-Detection Public

    A C++ program to detect whether a person is wearing a mask using OpenCV

    C++ 1