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Dhy4n-117/README.md

Hi, I'm Dhyan M 👋

I build intelligent, resilient systems focused on GenAI architecture, RAG, and high-performance backends.

  • 🌍 I'm based in Bangalore, India.
  • 🎓 I'm a CSE (AIML) student at RNS Institute of Technology (2022-2026)
  • 🧠 I'm currently deep-diving into GraphRAG and Agentic Workflows.
  • 🤝 I'm open to collaborating on AI/ML and Cybersecurity projects.
  • ⚡ Delivering production-ready solutions with 99.9% uptime.

🛠️ Skills

AI & Machine Learning RAG PyTorch TensorFlow Scikit-Learn LangChain

Backend & Databases Python FastAPI Neo4j PostgreSQL Redis

Cloud & DevOps AWS Docker Kubernetes GitHub Actions

🚀 Projects

A curated list of my work in AI, automation, and security.

Project Name Description Tech Stack Links
CodeGraph AI Autonomous DevOps agent that maps legacy codebases using AST parsers and GraphRAG. Python, React-Flow, Gemini GitHub
Advanced Sentiment Analysis Multi-modal NLP app analyzing text, audio, and video using roBERTa and VADER. OpenAI-Whisper, PyTorch, Spacy GitHub
AI-Powered SOC Analyst Local, privacy-first threat intelligence platform using RAG and MITRE ATT&CK. React, FastAPI, Ollama GitHub
Deep Hedging RL Autonomous derivative hedging agent using Distributional RL (TQC) and Transformers. Python, PyTorch GitHub
ViperScan Multi-threaded network reconnaissance tool reducing scan time by 90%. Python, Socket Programming GitHub
Deep Audio Classifier CNN-based pipeline for automated classification of sound events from spectrograms. TensorFlow, Librosa, Keras GitHub
DeepDub AI video dubbing pipeline: Transcription (Whisper) -> Translation -> Voice Cloning. Python, Whisper, XTTS GitHub

🛠️ Tech Stack

AI & Machine Learning RAG PyTorch TensorFlow LangChain FastAPI

Backend & Cloud Python C++ Docker AWS Neo4j

Cybersecurity Cybersecurity NetworkScanning

🔗 Connect with me

Popular repositories Loading

  1. Sentiment-Analysis Sentiment-Analysis Public

    An advanced, multi-modal sentiment analysis platform capable of processing text, audio, and video. Features hybrid scoring (RoBERTa + VADER), speech emotion recognition (Wav2Vec2), sarcasm detectio…

    Python

  2. Deep-Audio-Classifier Deep-Audio-Classifier Public

    A deep learning-based audio event detector using TensorFlow and CNNs. Converts audio signals into spectrograms to visually classify specific sounds (e.g., bird calls) within long-format recordings,…

    Python

  3. AI_SOC_Analyst AI_SOC_Analyst Public

    A privacy-first, local AI assistant for SOC analysts and threat hunters. Features a RAG-based chat using the MITRE ATT&CK dataset, automated PDF threat report summarization, and IoC extraction. Pow…

    HTML

  4. Deep-Hedging-with-Distributional-Reinforcement-Learning Deep-Hedging-with-Distributional-Reinforcement-Learning Public

    Autonomous derivative hedging agent using Distributional Reinforcement Learning (TQC) and Transformer networks under Heston Stochastic Volatility.

    Python

  5. ViperScan ViperScan Public

    A multi-threaded network reconnaissance and reporting tool.

    Python

  6. CodeGraph CodeGraph Public

    An Autonomous AI DevOps Agent that scans local Python codebases, builds interactive dependency graphs (AST), and performs multi-file refactoring using Gemini and React Flow.

    JavaScript