AI Consultant
Nationality: United States
Native Language: Select Your Native Language
Training Overview
Delivery Language
English
Bio
David holds both a Bachelor and Masters degree in Computer Science from the Technion, specializing in Natural Language Processing. He has authored several papers in the NLP domain that were accepted at prestigious conferences.
David is a seasoned software developer and natural language processing researcher, having kickstarted teams at Microsoft and led NLP research squads in various startups.
Additionally, David assists startups in implementing GenAI tech to address their challenges.
Certifications
B.Sc. in Computer Science, Technion – Israel Institute of Technology
M.Sc. in Computer Science, Technion – Specialization in Natural Language Processing (NLP)
Topics
AI & NLP Core Topics
Introduction to Natural Language Processing (NLP)
Tokenization, Embeddings, and Vector Semantics
Named Entity Recognition (NER) and Part-of-Speech Tagging
Sentiment Analysis and Text Classification
Building NLP Pipelines with spaCy or NLTK
Transformer Architectures: BERT, GPT, T5
Fine-Tuning Pre-trained Language Models
Generative AI & LLMs
Introduction to Generative AI and Large Language Models (LLMs)
Prompt Engineering for GPT-based Systems
Implementing Retrieval-Augmented Generation (RAG)
Fine-Tuning LLMs with Custom Datasets
Use Cases of GenAI in Customer Support, HR, and LegalTech
Safety, Bias & Alignment in Generative Models
Enterprise & Product-Oriented AI
Deploying NLP Models in Production (APIs, Containers, CI/CD)
Building AI Chatbots for Business Workflows
Integrating LLMs with Internal Data Sources
Evaluating NLP Model Performance in Real-World Applications
GenAI Strategy for Startups: From MVP to Scale
Tools & Frameworks
Hands-on with Hugging Face Transformers
Working with OpenAI, Cohere, and Anthropic APIs
Building with LangChain and LlamaIndex
NLP with PyTorch and TensorFlow
Prompt Engineering with Open-Source LLMs (e.g., LLaMA, Mistral)
Training Logistics
Delivery Mode: Online
Locations Covered: North America, Oceania, South America