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Bhonandh/README.md

Bhonandh Sai Kandru

AI Engineer · Open Source Builder · Author · Technical Content Creator

Typing SVG

LinkedIn Website Email

🚀 "Building production-grade AI applications with LLMs, agents, and modern ML stacks—sharing open-source projects and practical engineering insights that help developers ship faster"

👋 Who I Am

I'm Bhonandh Sai Kandru — an AI Engineer with 3+ years of experience building and deploying Generative AI, Agentic AI, and Machine Learning solutions for enterprise applications.

I design and develop LLM-powered applications, Agentic AI workflows, Retrieval-Augmented Generation (RAG) pipelines, and intelligent automation systems, with hands-on experience taking AI solutions from prototype to production. My work focuses on building scalable, reliable, and business-driven AI systems using modern frameworks and cloud-native technologies.

Beyond my professional work, I'm passionate about learning in public, contributing to open-source AI projects, and sharing practical resources that help developers build, deploy, and scale AI applications faster.

🎛️ Active Console & Focus

🔵 🛠️ Active Projects & Systems

🔹 Agentic AI Workflows — Scalable enterprise automation
🔹 MCP Servers — Cloud-native LLM tooling architecture
🔹 OCI GenAI & RAG — Multi-agent retrieval pipelines
🔹 Open Source AI Agents — 500+ curated projects library

🟢 🌱 R&D Exploration Pipeline

🔸 Quantum Machine Learning — Next-gen optimization
🔸 Agent Orchestration — Complex reasoning patterns
🔸 RLHF / DPO / GRPO — Large-scale fine-tuning
🔸 Inference Routing — Cost-aware model distillation

⚡ System Stack & Infrastructure

python     aws     docker     kubernetes

🔵 🧠 Languages & Core core skills
🟣 🤖 AI / ML / DL Stack ai ml skills
🟢 ☁️ Cloud & MLOps cloud skills
🟠 🗄️ Data & Streaming data skills

🧬 GenAI · LLMs · Multi-Agent Tooling · Vector Engines

Hugging Face LangChain LlamaIndex OpenAI Anthropic
CrewAI AutoGen MLflow FAISS Pinecone Weaviate

🐍 Contribution Activity Matrix

GitHub contribution snake

🏆 Metrics, Leadership & Honors

🟣 🎙️ Speaker & Leadership

🗣️ Speaker — AWS Community Day AI/ML 2023
🗣️ Speaker — Google Developer Groups 2023
🧑‍🔬 Collaborator in keras & tensorflow

🟡 🏅 Badges & Honors

⭐ GitHub Star Club Member
🏆 3× Kaggle Kernel Winner
⚛️ IBM Quantum Challenge (Advanced)
☁️ Google Cloud GenAI Certified


LinkedIn

Quote

Thanks for visiting — let's build the future of AI, together.

⭐️ If you find my work useful, consider following or starring a repo.

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  1. ai-plugin-rankings ai-plugin-rankings Public

    Daily-updated star rankings of AI coding assistant plugins (Claude Code, Cursor, GitHub Copilot, Codex CLI)

    Python

  2. Agentic-RAG-with-MCP-Server-main Agentic-RAG-with-MCP-Server-main Public

    Agentic RAG system powered by MCP Server & Client, enabling LLM agents with intelligent tools for entity extraction, query refinement, relevance checking, and advanced retrieval workflows.

    Python

  3. MACHINE-LEARNING- MACHINE-LEARNING- Public

    E-Mail is an effective,brisk and minimal effort correspondence approach.E-Mail spam is non-asked for information sent to the E-Letter drops.Spam could be an enoromous downside each for client and I…

    Jupyter Notebook

  4. GLM-5 GLM-5 Public

    Forked from zai-org/GLM-5

    GLM-5: From Vibe Coding to Agentic Engineering

  5. LLMs-from-scratch LLMs-from-scratch Public

    Forked from rasbt/LLMs-from-scratch

    Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

    Jupyter Notebook

  6. ai-teleprompter ai-teleprompter Public

    Voice-following teleprompter browser + Gemini Live hybrid speech tracking, glass UI

    JavaScript