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samanch/README.md

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 Core Focus (2026–2027)

// 🧠 intelligence_layer.js
  • AI & Agents in transforming businesses – solution-centric approach on driving business value with AI tools. business-driven use cases for agentic AI.
  • Retrieval-Augmented Generation (RAG) – Hybrid search, multi-vector indexing, and secure knowledge integration for actionable insights.
  • Agentic AI & Autonomous Workflows – AI agents capable of tool use, decision-making, and process orchestration.
  • Multimodal AI – Integration of text, vision, and structured data to build rich, intelligent experiences.
 
# ⚙️ infrastructure_layer.yaml
  • LLMOps & Observability – Monitoring, evaluation, drift detection, and cost-efficient operations for high-volume deployments.
  • Context & Prompt Engineering – Scalable prompt strategies to maximize model accuracy and relevance.
  • Private & On-Prem AI Deployments – Ensuring security, compliance, and control for sensitive enterprise data.
  • AI-Driven Automation – Intelligent document processing, workflow automation, and browser-based agents for operational efficiency.

Our Platforms

MyJobAI.de
Scalable AI Career Automation & Optimization
  • Autonomous Job Agents for automation & decision-making
  • ATS Personalization ML pipelines (training → serving)
  • Secure API Orchestration for service integration
  • GDPR Compliance Layer for secure infrastructure
  • Contextual Skill Matching NLP pipelines




local-gpt.de
Privacy-First, On-Premise Document Intelligence
  • End-to-end RAG platforms (Privacy-First)
  • Quantized LLM backends (High-performance)
  • Hybrid Search Engines for decision-making
  • Smart Query Routing ML pipelines (monitoring)
  • Cloud-native AI infrastructure (Edge-ready)




LearningPilot.org
AI tailored Interactive Learning Platform
  • AI powered course generataion: Fast & Simple
  • Content Quality, academic content level
  • Course creation based on the user input files
  • Customizable including images voices and video all with AI
  • Course Progress tracking for Chapters and Quizzes
 MyJobAI Website Preview
Local-GPT Website Preview
LearningPilot Website Preview

💻 Tech Stack

🤖 LLM / RAG / AI Systems

LLM Systems RAG VectorDB vLLM LangChain Prompt Engineering AI Agents HuggingFace TensorRT GPT Models FAISS Milvus Chroma Multimodal AI CLIP Multimodal Transformers LLMOps Inference Optimization Context Engineering AutoGPT / Agents Ray DeepSpeed

🧠 AI / Data Science

Python PyTorch TensorFlow Keras scikit-learn MLflow NumPy Pandas SciPy OpenCV TorchVision Plotly Matplotlib Seaborn Spark R DVC Airflow

⚙️ Backend / Systems

FastAPI Django C++ C# .NET Java JavaScript Node.js REST API GraphQL gRPC Docker Kubernetes NGINX

☁️ Cloud / Data / Infra

AWS GCP Azure Cloudflare PostgreSQL MySQL MongoDB SQLite Redis Elasticsearch Apache Spark Airflow Terraform Docker Kubernetes

📊 GitHub Stats

GitHub Profile Summary

GitHub Streak


Last Season GitHub Trophies

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  1. Deep_Learning_Course Deep_Learning_Course Public

    Pymasery Deep Learning Course Codes

    Jupyter Notebook 1

  2. An-MRI-based-deep-learning-model-to-predict-Parkinson-s-disease-stages An-MRI-based-deep-learning-model-to-predict-Parkinson-s-disease-stages Public

    An MRI-based deep learning model to predict Parkinson’s disease stages - Code

    Jupyter Notebook

  3. Machine_Learning_Course Machine_Learning_Course Public

    Codes used in ML Course At pymasterycourse.com by Saman Chitsazian

    Jupyter Notebook

  4. Location_Allocation_Problem Location_Allocation_Problem Public

    Matlab - Genetic Algorithm and Simulated annealing Algorithm

    MATLAB 11 2

  5. ai_ultra_course ai_ultra_course Public

    samanch.github.io

  6. RAG_implementations RAG_implementations Public

    Retrieval-Augmented Generation (RAG) – From Basics to Advanced

    Python