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amir2628/README.md

 Welcome to My Digital Universe 

"Where Artificial Intelligence Meets Real Intelligence"

🎯 Mission Statement

I transform complex industrial challenges into intelligent, automated solutions using cutting-edge AI and machine learning. My passion lies in building production-ready systems that bridge the gap between research and real-world impact.

From neural networks predicting equipment failures to full-stack platforms managing entire manufacturing processes, I architect solutions that think, learn, and evolve.

⚡ Core Philosophy

class AmirBahrami:
    def __init__(self):
        self.role = "ML Engineer & AI Architect"
        self.mindset = "Innovation through Integration"
        self.approach = "Research → Prototype → Scale"
        
    def solve_problem(self, challenge):
        return self.ai_expertise + self.engineering_skills

< Technology Arsenal 

🤖 AI & Machine Learning

⚙️ Backend & Infrastructure

🎨 Frontend & UI/UX

🏭 IoT & Industrial Systems

 Flagship Projects 

🏭 Smart Manufacturing Platform

Industrial MES with AI-Powered Analytics

Key Features:

  • Real-time CNC monitoring & health diagnostics
  • AI-powered predictive maintenance
  • Automated personnel scheduling
  • FANUC integration for seamless communication
  • Live equipment performance dashboards

Impact: Reduced downtime by 40%, optimized resource allocation

🎨 AI Image Generation Studio

Stable Diffusion + ControlNet Platform

Key Features:

  • Multi-model support (Canny, Pose, Depth)
  • Asynchronous processing pipeline
  • Real-time generation tracking
  • Advanced prompt engineering
  • GPU-accelerated inference

Impact: 10x faster image generation with queue management

🧠 Predictive Analytics Engine

Neural Network-Powered Equipment Forecasting

Key Features:

  • Custom ANN architectures for industrial data
  • Real-time anomaly detection
  • Predictive maintenance scheduling
  • Performance optimization algorithms
  • Multi-sensor data fusion

Impact: 95% accuracy in failure prediction

🔍 Semantic Intelligence System

NLP-Powered Duplicate Detection

Key Features:

  • Multilingual semantic understanding
  • Smart duplicate detection across departments
  • Advanced text similarity algorithms
  • Real-time processing pipeline
  • Custom embedding optimization

Impact: 90% reduction in duplicate entries

 Leadership & Impact 

👥 Team Leadership

Head of Analytics & Automation

Strategic AI initiatives
Enterprise solution development
Digital transformation leadership
Cross-functional team management

🔬 Research Excellence

Published ML Research

Peer-reviewed publications
Novel algorithm development
Academic collaborations
Innovation in industrial AI

🌟 Industry Recognition

Real-World Impact

Industrial automation expertise
Enterprise client success
Production-ready deployments
Measurable business outcomes

 Let's Build the Future Together 

        

  

Pinned Loading

  1. ai-image-studio ai-image-studio Public

    Stable Diffusion + ControlNet Playground. A React mini-app where users: Upload an image, Choose a ControlNet preprocessor (canny, pose, depth), Provide a prompt, See real-time result. Powered by a …

    TypeScript

  2. restaurant-object-detection restaurant-object-detection Public

    High-performance object detection system using YOLOv11 for restaurant environments

    Python

  3. freelancer-analyzer freelancer-analyzer Public

    An intelligent system for analyzing statistical data on freelancer income with natural language query support.

    Python

  4. imdb-reviews-similarity-api imdb-reviews-similarity-api Public

    AI-powered movie reviews semantic similarity search using DistilBERT and pgvector

    Python

  5. BT-Scope BT-Scope Public

    Scope is a manufacturing monitoring django based application. It has been created specifically for БТ.

    JavaScript