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🚀 About Me

class AIEngineer: def __init__(self): self.name = "Guna Teja Sarvan Patnaik" self.role = "AI Developer & CV Specialist" self.location = "🇮🇳 India" self.languages = [ "Python", "C++", "TypeScript", "Java", "Dart", "R" ] self.expertise = { "ai_ml": [ "Deep Learning", "Computer Vision", "Neural Networks" ], "cv_tasks": [ "Object Detection", "Image Segmentation", "OCR" ], "frameworks": [ "PyTorch", "TensorFlow", "OpenCV", "YOLO" ], "deployment": [ "Docker", "AWS", "FastAPI", "TensorRT" ] } def daily_routine(self): return { "morning": "☕ Coffee + Research", "afternoon": "💻 Building Models", "evening": "🐛 Debugging NNs", "night": "🚀 Open Source" } def say_hi(self): print("👋 Let's innovate together!") me = AIEngineer() me.say_hi()

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🌐 Connect & Collaborate

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💻 Tech Stack & Expertise

🎯 Core Technologies

Python

C++

TypeScript

Java

Docker

AWS

🧠 AI/ML & Deep Learning

👁️ Computer Vision Arsenal

🛠️ Development & Deployment

☁️ Cloud & Database

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🎯 Specializations & Expertise

🔬 Computer Vision Object Detection YOLO (v5-v11) Faster R-CNN, SSD RetinaNet, EfficientDet Image Segmentation U-Net, DeepLab Mask R-CNN Semantic/Instance Segmentation Recognition Systems Face Recognition (FaceNet, ArcFace) OCR (Tesseract, EasyOCR) Image Classification

🚀 ML Engineering Model Development Neural Architecture Design Transfer Learning Custom Loss Functions Data Augmentation Optimization Model Quantization Pruning & Compression TensorRT Optimization ONNX Conversion Deployment REST APIs (FastAPI, Flask) Edge Deployment Cloud Integration

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📊 GitHub Statistics

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🏆 GitHub Achievements

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🎨 Contribution Graph

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💡 Current Focus & Learning

mindmap
  root((AI Development))
    Computer Vision
      Object Detection
      Image Segmentation
      Video Analysis
      3D Vision
    Deep Learning
      Transformer Models
      Vision Transformers
      Multimodal AI
      Neural Architecture Search
    MLOps
      Model Deployment
      CI CD for ML
      Model Monitoring
      A B Testing
    Edge AI
      Model Optimization
      TensorRT
      Mobile Deployment
      ONNX Runtime

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🏆 Achievements & Milestones

🎯 Focus Area	🔥 Current Status	🚀 Next Goal
AI Models Deployed	Production Ready	Edge AI Optimization
Computer Vision Projects	Advanced Implementations	3D Vision Systems
Open Source	Active Contributor	Maintainer Role
Research	Paper Reading	Publication

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📈 Detailed Activity

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💭 Random Dev Quote

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📫 Let's Build Something Amazing Together!

💙 Made with passion by Guna Teja