👋 Hello, I'm Manthan

AI/ML Engineer | LLM & GenAI Specialist | Software Engineer II at Bristol Myers Squibb 🚀

Transforming ideas into AI realities through code and innovation.

🎯 What I'm Up To

• 🤖 Specializing in Large Language Models, Generative AI, and AI Agents
• 🔬 Researching and implementing cutting-edge AI solutions in healthcare
• 🌱 Building scalable AI/ML pipelines and architectures
• 👥 Open to collaboration on innovative AI projects
• 📚 Exploring the path to Artificial General Intelligence (AGI)

🛠️ Technology Arsenal

🧠 AI/ML Ecosystem

LLM & GenAI Tools   │  ML Frameworks       │  Data Science
────────────────────────────────────────────────────────────
▣ LangChain         │  ▣ PyTorch           │  ▣ NumPy
▣ CrewAI            │  ▣ TensorFlow        │  ▣ Pandas
▣ LangGraph         │  ▣ Keras             │  ▣ Scikit-learn
▣ Phidata           │  ▣ Transformers      │  ▣ SciPy

🔧 Development Stack

Backend             │  Frontend           │  DevOps & Tools
────────────────────────────────────────────────────────────
▣ FastAPI           │  ▣ ReactJS          │  ▣ Docker
▣ Django            │  ▣ Streamlit        │  ▣ Git
▣ Flask             │  ▣ Gradio           │  ▣ MLflow
▣ PostgreSQL        │  ▣ Plotly           │  ▣ DVC

🎨 Visualization & Analysis

Data Visualization │  Computer Vision        │  NLP Tools
────────────────────────────────────────────────────────────
▣ Matplotlib       │  ▣ OpenCV               │  ▣ spaCy
▣ Seaborn          │  ▣ PIL                  │  ▣ NLTK
▣ Plotly           │  ▣ Scikit-Learn Image   │  ▣ Hugging Face
▣ Bokeh            │  ▣ MediaPipe            │  ▣ Tokenizers

🚀 ML Deployment & Scaling

Model Serving      │  Monitoring     │  Infrastructure
────────────────────────────────────────────────────────────
▣ BentoML          │  ▣ MLflow       │  ▣ AWS
-                  |  ▣ Grafana      |  ▣ GCP

💻 Expertise Level

{
    "Expert":        ["Python", "AI ML Development"],
    "Intermediate":  ["Backend Development", "Visualization &  Analysis",],
    "Learning":      ["Model Serving", "Model Deployment", "Monitoring Tools"]
}

🎓 Core Expertise Areas

mindmap
  root((AI Expertise))
    LLM and GenAI
      Prompt Engineering
      Fine-tuning
      RAG Systems
    AI Agents
      Multi-agent Systems
      Autonomous Agents
      Agent Orchestration
    Traditional ML/DL
      Computer Vision
      Natural Language Processing
      Time Series
    MLOps
      Pipeline Design
      Model Deployment
      Cloud Infrastructure & Monitoring
    Software Developlemt
      API Development
      Database Management
      Basic UI Development

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🎯 Project Focus Areas

pie title Current Project Distribution
    "LLM Applications" : 30
    "Generative AI" : 10 
    "AI Agents" : 30
    "Full Stack AI Application" : 20
    "Traditional ML" : 10

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🤝 Connect & Collaborate