👋 Hi, I'm Omkar Chebale

AI/ML Engineer | Building RAG Systems, LLMs & Intelligent Automation

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🚀 About Me

class OmkarChebale:
    def __init__(self):
        self.location = "Pune, India 🇮🇳"
        self.education = "MCA Student | BCA Graduate"
        self.currently_learning = ["Agentic AI", "Multi-Agent Systems", "Advanced RAG"]
        self.looking_for = "AI/ML Engineer roles where I can build intelligent systems"
        
    def get_current_work(self):
        return {
            "role": "AI Engineer Intern @ Xclusive Interiors",
            "building": [
                "Production RAG systems (80% faster query resolution)",
                "AI automation workflows (15hrs/week saved)",
                "LLM-powered intelligent agents"
            ],
            "impact": "Serving 50+ employees daily"
        }
    
    def get_story(self):
        return """
        From a Tier-3 city with zero tech connections to building production AI systems.
        
        Started as founding engineer at a startup → Built complete B2B platform solo
        → Pivoted to AI/ML → Now shipping RAG systems and LLM applications that 
        actually solve real problems.
        
        I don't just train models. I build products.
        """

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💼 What I'm Building

🔥 Currently Working On:

• 🧠 Production RAG system serving 50+ users daily (Pinecone + Llama 3.3)
• 🤖 Autonomous AI agents with tool orchestration
• 📊 End-to-end ML pipelines from data to deployment
• 🚀 AI automation workflows with n8n and Make

🎯 Recent Projects:

• SOP Knowledge Assistant: RAG system reducing employee queries by 80%
• AI Automation Workflows: Saved 15 hours/week in content creation
• B2B E-commerce Platform: Built from Day 1 as founding engineer
• Autonomous AI Agent: Live on Hugging Face with tool use capabilities

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🛠️ Tech Stack

AI/ML & Data Science

LLMs & AI Tools

Full-Stack Development

Databases & Cloud

Tools & Automation

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💡 Skills & Expertise

🤖 AI/ML Engineering
├── Machine Learning & Deep Learning (TensorFlow, Keras, PyTorch)
├── Natural Language Processing (NLP)
├── Large Language Models (GPT-4, Claude, Llama, Gemini)
├── RAG Systems & Vector Databases (Pinecone, Chroma, pgvector)
├── Prompt Engineering & Fine-tuning
├── AI Agents & Multi-Agent Systems
└── Model Deployment & MLOps

🚀 Full-Stack Development
├── Frontend: React, Next.js, TypeScript, React Native
├── Backend: Node.js, Express, Python, FastAPI
├── Databases: MongoDB, PostgreSQL, SQL
├── APIs: REST, GraphQL, WebSockets
└── Cloud: AWS, Docker, CI/CD

📊 Data Science
├── Pandas, NumPy, Scikit-learn
├── Data Visualization (Matplotlib, Seaborn)
├── Feature Engineering & EDA
└── Statistical Analysis

⚙️ Automation & Tools
├── Workflow Automation (n8n, Make, Zapier)
├── Git & Version Control
└── Jupyter, VSCode, Gradio

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📈 Contribution Graph

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📝 Latest Blog Posts

➡️ READ HERE

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🤝 Let's Connect

I'm actively looking for AI/ML Engineer roles where I can:

• ✅ Build intelligent systems that solve real problems
• ✅ Own outcomes, not just outputs
• ✅ Work with cutting-edge AI/ML technologies
• ✅ Ship products fast and iterate

Open to: Full-time roles, contract projects, interesting collaborations

💬 Reach Out

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💭 Random Dev Quote

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⚡ "From Tier-3 to Production AI. Built different, building intelligence."