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NeuralNetworkpro/README.md

๐ŸŒ Portfolio: helloamit.in

๐Ÿ‘‹ Hi, I'm Amit Kumar (@NeuralNetworkpro)

๐Ÿค– Generative AI Consultant | ๐Ÿง  ML Engineer | โ˜๏ธ Cloud Practitioner

Typing SVG

๐Ÿ› ๏ธ Tech Stack & Tools

๐Ÿค– AI & Machine Learning

Python PyTorch TensorFlow Hugging Face LangChain OpenAI

โ˜๏ธ Cloud & DevOps

AWS Azure Docker Kubernetes Terraform

๐Ÿ”ง Development & Tools

Git FastAPI MLflow Jupyter VS Code


๐Ÿ† Achievements & Highlights

๐ŸŽฏ Impact ๐Ÿ“ˆ Metrics
๐Ÿค– AI Solutions Deployed 15+ Enterprise Projects
โšก Efficiency Improvement 87.5% Time Reduction
๐ŸŽ“ Team Leadership 4+ Engineers Managed
๐Ÿ“Š Model Performance FPPI: 0.3 โ†’ 0.03
๐Ÿ… Recognition EY Client Extraordinaire
๐Ÿ“ Publications 1 Research Paper
๐ŸŽฏ Accuracy Improvement 95% in Document Analysis
โ˜๏ธ Cloud Expertise AWS & Azure Certified

๐Ÿš€ Recent Work

๐Ÿค– Enterprise AI Solutions

  • ๐Ÿ” Document Intelligence System: OCR + RAG system with 95% accuracy improvement over traditional methods
  • โšก RAQ Automation Platform: Reduced cybersecurity assessment time by 87.5% (32 hours โ†’ 4 hours)
  • ๐Ÿ’ฌ Interactive AI Chatbot: Real-time Q&A platform enabling SMEs to focus on high-risk assessments
  • ๐Ÿ”ง MLOps Pipeline Framework: Automated CI/CD for ML models using GitLab, Docker, and Kubernetes

๐Ÿ”ฌ Research & Development

  • ๐ŸŸ Species Detection System: Computer vision for aquatic life and insect classification using custom datasets
  • ๐ŸŽ Apple Crop Disease Detection: AI-based agricultural disease identification (Published Research)
  • ๐Ÿง  Custom CNN Architectures: Advanced deep learning model development with FPPI improvement
  • ๐Ÿ“Š Performance Optimization: Enhanced model metrics from 72% to 87% recall and precision

โ˜๏ธ Cloud & Infrastructure

  • ๐Ÿš€ Kubernetes ML Deployment: Scalable model serving infrastructure on AWS and Azure
  • ๐Ÿ—๏ธ Terraform Automation: Infrastructure as Code for ML workloads and auto-scaling
  • ๐ŸŒ Multi-cloud Architecture: AWS and Azure integration strategies for enterprise clients
  • ๐Ÿ“ˆ Cost Optimization: Implemented efficient resource management reducing cloud costs by 30%

๐ŸŽ“ Certifications & Education

๐ŸŽ“ Education

๐Ÿซ Institution ๐Ÿ“š Degree ๐Ÿ“… Year ๐ŸŽฏ 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

๐Ÿ… Certifications & Awards

๐Ÿ† Certification/Award ๐Ÿข Issuer ๐Ÿ“… Year ๐Ÿ”— 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

๐Ÿ“ซ Let's Connect!

LinkedIn Email Portfolio Research

๐Ÿ“ง Email: [email protected]
๐Ÿ“ฑ Phone: +91 75080 47521
๐ŸŒ Website: helloamit.in

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