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NeuralNetworkpro/README.md

🌐 Portfolio: helloamit.in

👋 Hi, I'm Amit Kumar (@NeuralNetworkpro)

🤖 Generative AI Consultant | 🧠 ML Engineer | ☁️ Cloud Practitioner

Typing SVG

🛠️ Tech Stack & Tools

🤖 AI & Machine Learning

Python PyTorch TensorFlow Hugging Face LangChain OpenAI

☁️ Cloud & DevOps

AWS Azure Docker Kubernetes Terraform

🔧 Development & Tools

Git FastAPI MLflow Jupyter VS Code


🏆 Achievements & Highlights

🎯 Impact 📈 Metrics
🤖 AI Solutions Deployed 15+ Enterprise Projects
Efficiency Improvement 87.5% Time Reduction
🎓 Team Leadership 4+ Engineers Managed
📊 Model Performance FPPI: 0.3 → 0.03
🏅 Recognition EY Client Extraordinaire
📝 Publications 1 Research Paper
🎯 Accuracy Improvement 95% in Document Analysis
☁️ Cloud Expertise AWS & Azure Certified

🚀 Recent Work

🤖 Enterprise AI Solutions

  • 🔍 Document Intelligence System: OCR + RAG system with 95% accuracy improvement over traditional methods
  • ⚡ RAQ Automation Platform: Reduced cybersecurity assessment time by 87.5% (32 hours → 4 hours)
  • 💬 Interactive AI Chatbot: Real-time Q&A platform enabling SMEs to focus on high-risk assessments
  • 🔧 MLOps Pipeline Framework: Automated CI/CD for ML models using GitLab, Docker, and Kubernetes

🔬 Research & Development

  • 🐟 Species Detection System: Computer vision for aquatic life and insect classification using custom datasets
  • 🍎 Apple Crop Disease Detection: AI-based agricultural disease identification (Published Research)
  • 🧠 Custom CNN Architectures: Advanced deep learning model development with FPPI improvement
  • 📊 Performance Optimization: Enhanced model metrics from 72% to 87% recall and precision

☁️ Cloud & Infrastructure

  • 🚀 Kubernetes ML Deployment: Scalable model serving infrastructure on AWS and Azure
  • 🏗️ Terraform Automation: Infrastructure as Code for ML workloads and auto-scaling
  • 🌐 Multi-cloud Architecture: AWS and Azure integration strategies for enterprise clients
  • 📈 Cost Optimization: Implemented efficient resource management reducing cloud costs by 30%

🎓 Certifications & Education

🎓 Education

🏫 Institution 📚 Degree 📅 Year 🎯 CGPA/Score
CDAC, Mohali M.Tech in Artificial Intelligence 2020-2022 8.5/10
LPU, Punjab B.Tech-MBA (CSE & Marketing) 2013-2018 7.7/10

🏅 Certifications & Awards

🏆 Certification/Award 🏢 Issuer 📅 Year 🔗 Credential
Microsoft Azure AI Engineer Associate (AI-102) Microsoft 2024 View Certificate
EY Client Extraordinaire Award Ernst & Young LLP 2025 Excellence in Client Service
Research Publication IJSRD 2023 View Paper

📫 Let's Connect!

LinkedIn Email Portfolio Research

📧 Email: [email protected]
📱 Phone: +91 75080 47521
🌐 Website: helloamit.in

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