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SP4567/README.md

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🧠 Who Am I?

A builder from the old school — discipline, structure, craftsmanship —
writing code for a future where software thinks, reasons, and acts.

I’m an AI Engineer & ML Developer focused on:

  • 🧩 Agentic AI Systems — planning, reasoning, tool-use, autonomy
  • 🧠 LLM Apps with memory, control, and reliability
  • ⚙️ End-to-end engineering — backend → ML → UX
  • 🏗️ Real products > toy demos — shipped, tested, improved

I question trends, respect fundamentals, and build like the craft matters.


🔥 2026 Focus Areas

  • 🤖 AI Agents that collaborate, plan, and execute tasks
  • 🧠 Retrieval-Augmented & Memory-centric LLM systems
  • 🏭 Production-grade pipelines (observability, evals, safety)
  • 🌐 Human-in-loop automation tools
  • ⚡ Fast prototyping → robust engineering

Not chasing hype. Building things that survive reality.


🚀 Active Projects

Project Stack Description
⚖️ AI Lawyer 2.0 LLM + RAG + Reasoning Graphs Evidence-aware legal reasoning engine w/ verdict synthesis
🏡 SmartHome Gemini Voice + Context Agents Context-persistent home automation with adaptive intent memory
🔐 Sentence Decryptor Transformers + Pattern Analysis Semantic + cipher inference for encrypted sequences
🎙️ Speech-Translate RT Whisper + Streaming Pipelines Real-time multilingual speech understanding
🌐 Dev Knowledge Hub React + Node + Markdown Engine Portfolio + personal research journal + engineering logs

💼 Tech Stack & Tools

CSS3 C++ Java HTML5 JavaScript Markdown PowerShell Python TypeScript Windows Terminal C R Azure Netlify Oracle Vercel Render Firebase Anaconda Apache Spark nVIDIA Django Flask Express.js FastAPI Insomnia Nodemon OpenCV NodeJS Next JS NPM React Router React Native React Streamlit TailwindCSS Vite Web3.js Apache MicrosoftSQLServer Firebase MySQL MongoDB Postgres SQLite Figma Framer Canva Sketch Adobe Keras Matplotlib mlflow NumPy Pandas Plotly PyTorch scikit-learn TensorFlow Scipy Git GitHub Selenium Notion nVIDIA Power Bi Mosquitto


🏆 GitHub Trophies


📈 GitHub Stats


🔥 Languages


📫 Reach Out


🧘‍♂️ Random Dev Quote


⚔️ Fun Fact

I’m building apps that reason, speak, decide, and learn.
I call them “tools of the future.” The future calls them “Suyash’s legacy.”
My AI doesn't just respond — it understands.


Pinned Loading

  1. Machine_Learning_-_Artificial_Neural_Network Machine_Learning_-_Artificial_Neural_Network Public

    Machine Learning - Artificial Neural Network is a comprehensive educational repository containing 40+ projects that demonstrate practical applications of artificial neural networks (ANNs) and deep…

    Jupyter Notebook 1

  2. Cryptanalysis-and-Intention-Decoding-In-the-Encrypted-Corpus-of-Text-Using-Attention-Transformers- Cryptanalysis-and-Intention-Decoding-In-the-Encrypted-Corpus-of-Text-Using-Attention-Transformers- Public

    This repository implements a cutting-edge cryptanalysis and intention decounicationding system designed to analyze encrypted text corpora using attention-based transformer models.

    Python 1

  3. AI-Agents AI-Agents Public

    A growing collection of AI agents designed for experimentation, tooling, and real-world automation.

    Python 1

  4. AuraAI AuraAI Public

    This repo contains code for the development of the all in one fullstack AI application

    JavaScript 1

  5. LLM_SLG_GATEWAY LLM_SLG_GATEWAY Public

    Code for a Secure LLM Gateway that enforces zero-trust policy, intent filtering, guardrails, and response sanitization before and after any LLM interaction, making LLMs safe for cyber and enterpris…

    Python 1