LALANI DEVARSHI codeMaestro78

Welcome to Devarshi's AI/ML Universe

🎯 Digital Identity Matrix

# 🧬 AI/ML Engineer DNA
name: "Devarshi Lalani"
alias: "CodeMaestro78"
role: "AI/ML Engineer || Deep Learning Specialist"
university: "LJ University"
location: "Ahmedabad, Gujarat, India 🇮🇳"
timezone: "IST (UTC +05:30)"

# 🎯 Mission Statement
mission: |
  "Developing intelligent systems that learn,
   adapt, and solve complex problems using
   cutting-edge AI/ML and deep learning"
   
# 🚀 Current Focus
status: "Building transformer-based AI solutions"
availability: "Open for AI/ML opportunities"

⚡ Quick Stats

🔥 1+ years of AI/ML experience
🚀 20+ projects in Deep Learning
🌟 15+ frameworks mastered
💡 ∞ models trained
☕ 1000+ cups of coffee consumed

🛠️ AI/ML Technology Arsenal

🔥 Core Programming Languages

🤖 Deep Learning & AI Frameworks

🧠 LLMs & Transformers

🔧 Agentic AI & LLM Tools

📊 Mathematics & Statistics

🎨 Frontend Stack (MERN)

⚙️ Backend Excellence

🗄️ Database & Vector Stores

☁️ Cloud & DevOps

🔗 Blockchain (Supporting)

📊 Performance Analytics Dashboard

🔥 GitHub Streak & Longest Streak Analytics

🏆 Streak Achievement Breakdown

_{Ongoing Commitment}

_{Best Achievement}

_{Annual Progress}

_{Commitment Level}

📈 Detailed Contribution Analysis

📊 Live GitHub Metrics

🏆 Achievement Showcase

🔥 Model Trainer
_{Optimized Neural Networks}

💡 AI Innovator
_{Novel Architecture Design}

🚀 LLM Expert
_{Transformer Implementations}

📚 Research Focused
_{Continuous Learning}

🎯 AI/ML Milestones & Goals Dashboard

_{Upcoming Milestone}

_{Latest Achievement}

_{Annual Challenge}

_{Live Monitoring}

_{Drive Level}

🌱 AI/ML Learning Roadmap

🧠 Deep Learning & Neural Networks

deep_learning_stack = {
    "architectures": ["CNN", "RNN", "LSTM", "GRU"],
    "advanced": ["Transformers", "GANs", "VAE"],
    "current_focus": ["Attention Mechanisms", "Vision Transformers"],
    "optimization": ["Adam", "SGD", "RMSprop", "AdamW"]
}

🤖 LLMs & Transformers

llm_expertise = {
    "models": ["BERT", "GPT", "T5", "Llama", "Gemini"],
    "techniques": ["LoRA", "QLoRA", "PEFT", "RLHF"],
    "frameworks": ["HuggingFace", "LangChain", "LlamaIndex"],
    "deployment": ["Ollama", "vLLM", "TensorRT-LLM"]
}

🔧 Agentic AI Development

const agenticAI = {
  frameworks: ["LangChain", "LangGraph", "AutoGPT"],
  tools: ["LangSmith", "LangServe", "Crew AI"],
  patterns: ["ReAct", "Chain-of-Thought", "Tree-of-Thoughts"],
  memory: ["Vector Stores", "Semantic Search", "RAG"]
};

📊 Mathematics Foundation

math_core = {
    "linear_algebra": ["Matrices", "Vectors", "Eigenvalues"],
    "calculus": ["Gradients", "Backpropagation", "Optimization"],
    "probability": ["Bayes", "Distributions", "Statistics"],
    "information_theory": ["Entropy", "KL Divergence"]
}

📈 Current AI/ML Focus Areas

🔥 Large Language Models - Fine-tuning, PEFT, LoRA, QLoRA
⚡ Agentic AI Systems - Multi-agent frameworks, Tool integration
🌐 RAG Architectures - Vector databases, Semantic search, Context retrieval
🤖 Computer Vision - Object detection, Image segmentation, Vision transformers
📊 MLOps Pipeline - Model deployment, Monitoring, CI/CD for ML

🎨 Featured AI/ML Repositories

💡 What I'm Currently Working On

🤖 LLM Fine-tuning Pipeline - Custom domain-specific language models
🧠 Multi-Agent AI System - LangGraph-based autonomous agents
📊 Computer Vision Project - Real-time object detection with YOLO
🔍 RAG Application - Document Q&A system with vector databases

🤝 Let's Connect & Collaborate

_{Professional Network}

_{Code Repository}

_{AI/ML Updates}

_{Direct Contact}

🎯 Currently Open For:

💬 Availability Status

🟢 Available for AI/ML opportunities!
📅 Response time: Within 24 hours
🌐 Timezone: IST (UTC +05:30)
💼 Preferred work style: Remote/Hybrid

🚀 "The science of today is the technology of tomorrow" - Edward Teller

_{⚡ Fun Fact: This README evolves as my AI/ML journey progresses! 🤖}