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davidkohav/README.md

👋 Hi, I’m David Kohav (@davidkohav)

  • 👀 I’m interested in: Leveraging cutting-edge GenAI & Big Data solutions to solve real-world challenges. My primary focus includes Natural Language Processing (NLP), Large Language Models (LLMs), scalable backend development, and advancing the integration of AI or Agentic GenAI (Agents) into innovative business solutions.

  • 🌱 I’m currently learning:
    Advanced AI and Agentic GenAI methodologies, Retrieval-Augmented Generation (RAG) techniques, optimization of transformer models, and scalable real-time data processing frameworks to push the boundaries of AI applications.

  • 💞️ I’m looking to collaborate on:
    Projects that focus on AI-driven systems, chatbot development, Big Data architecture, advanced analytics, and open-source software for machine learning pipelines. I’m especially excited about initiatives in NLP and AI that enhance customer experience and streamline business processes.

  • 📫 How to reach me:

  • 😄 Pronouns: He/Him

  • Fun fact:
    I enjoy mentoring young talent in math and programming and frequently speak at tech conferences to share my insights. When not diving into AI innovations, you can find me exploring new technologies or contributing to the open-source community.


About Me

I am David Kohav, a visionary AI Architect and Backend Engineering Leader with over 15 years of experience designing and deploying high-performance AI systems. Specializing in Generative AI, Large Language Models (LLMs), Natural Language Processing (NLP), and scalable microservices architectures, I excel in leading cross-functional teams, developing AI-powered CRM solutions, and optimizing AI workflows for real-time data processing and actionable insights.

As an expert in LLMs, Retrieval-Augmented Generation (RAG) pipelines, and AI-driven solutions across financial, HR, and customer engagement sectors, I have consistently demonstrated success in driving AI automation, enhancing customer experiences, and significantly increasing operational efficiency. My core expertise includes advanced Generative AI & NLP technologies (such as GPT-4, Llama 2, Mistral, Claude, BERT, and PaLM 2), RAG systems, vector databases (Pinecone, Weaviate, Faiss), and sophisticated backend engineering leveraging Python, FastAPI, Django, and modern cloud infrastructures like Kubernetes, Docker, and Terraform.

Currently leading innovative AI projects at MLDK-Tech, I have architected and deployed AI-driven automation solutions, resulting in an impressive reduction in response times, increased customer engagement, and substantial operational cost savings. Notable projects include the Banker AI Assistant, designed to streamline financial interactions, and Marketing-Intelligent, an advanced system for secure, efficient company relationship management.

Dedicated to mentoring and thought leadership, I frequently share my insights at industry conferences and guide emerging engineers in cutting-edge AI and data science practices. My mission is to drive the next wave of GenAI innovation, optimizing business operations, enhancing customer engagement, and pioneering intelligent automation for sustainable growth.


Skills

  • AI Systems Architecture
  • AI Systems Architecture
  • AI Consulting Specialties
  • AI Consulting Specialties
  • Data-driven Decision Making
  • Data-driven Decision Making
  • Software Architecture
  • Software Architecture
  • Python (Programming Language)

Technologies:

  • AI Frameworks: LangChain, LangGraph, ,crewai, AsyncIO ,TensorFlow, PyTorch, scikit-learn
  • Big Data Tools: Apache Spark, Kafka, Elastic Search, RedisMQ
  • Database: SQL, MongoDB, Redis
  • Cloud Platforms: AWS, Azure, GCP
  • Programming Languages: Python, JavaScript
  • Web Technologies: FastAPI, Django, Flask, Quart, Sanic, Tornado

Certifications

  • Build AI Agents and Chatbots with LangChain and LangGraph
  • Model Context Protocol (MCP): Hands-On with Agentic AI
  • Advanced Python Projects: Build AI Applications
  • Advanced Fine-Tuning for LLMs
  • Software Architecture For Agentic GenAI

Education

  • Data Science , Primrose (2019)
  • Machine and Deep Learning Researcher, Primrose (2019)
  • Software Engineering, Hi-Tech College (2010–2011)
  • Electronics Engineer, ORT Colleges (2000–2002)

Let’s Collaborate!

I’m always looking to connect with passionate developers, data scientists, and organizations ready to take on ambitious AI projects. Let’s build something extraordinary together!

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