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raghu298/README.md

Hey, I'm Raghunath Mahakud 👋

GenAI Engineer · LLM Architect · Agentic AI · Senior Software Engineer @ Pegasystems


Portfolio LinkedIn Hugging Face Email

🧠 About Me

  • 🔭 10+ years in IT — 7 yrs Backend Java, 4 yrs deep in GenAI
  • 🤖 Building Pega Autopilot — LLM-driven AI assistant at enterprise scale
  • 🎓 M.Tech AI/ML @ BITS Pilani (WILP) — 2025–2027
  • 🤗 Published models on Hugging Face (420+ downloads)
  • 🏢 Previously at Ericsson (SoftBank IoT), Mercedes-Benz R&D, CrimsonLogic
  • 🇮🇳 Based in Bangalore, India
  • 🐍 Member of PyTorch Day India HF community

⚡ What I Build

🤖 LLM Fine-tuning        ████████████████████░   93%
🔗 RAG Systems             ████████████████████░   91%
🧩 Agentic / Multi-Agent   ███████████████████░░   90%
✍️  Prompt Engineering      ████████████████████░   92%
☕ Java / Spring Boot       █████████████████████   94%
🐍 Python / FastAPI         ████████████████████░   91%

🤗 Hugging Face Highlights

Project Description
🧠 qwen3-eng-odia-translation Fine-tuned Qwen3 0.8B for English→Odia translation · 420+ downloads
🌍 eng-odia-translation Live Gradio Space — try the model instantly

🔥 Featured Repositories

Repo What it is
LLMs-from-scratch Build a ChatGPT-like LLM in PyTorch from scratch
DeepSeek_From_Scratch DeepSeek architecture — MoE, attention, modern LLM internals
all-agentic-architectures 17+ agentic patterns — ReAct, tool-use, multi-agent orchestration
advanced_finetuning_bootcamp LoRA, QLoRA, full fine-tuning techniques for LLMs
kafka_mcp_server MCP server for Apache Kafka — AI agents + Kafka infra
rag_sessions RAG techniques — naive, advanced retrieval, re-ranking, hybrid

🛠️ Tech Stack

GenAI & LLMs
Python LangChain FastAPI HuggingFace OpenAI PyTorch TensorFlow

Backend & Data
Java Spring Boot Kafka Elasticsearch PostgreSQL MongoDB

DevOps & Cloud
Kubernetes Docker AWS Jenkins Helm

🏅 Certifications

AI Evals for Everyone · OpenClaw Mastery · RL for LLMs · AI Agent with N8N · Modern AI Pro (Practitioner) · Modern AI Pro (Essentials) · NLP Classification & Vectors · TensorFlow for AI/ML/DL · GenAI with LLMs · Python Programming · Java Generics · Pega CSA

📊 GitHub Activity

💡 I build intelligent systems that decide, reason, and act.

From LLM-powered autopilots and multi-agent architectures to enterprise-grade NLP platforms.

Portfolio

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