:Technical Skills
o Oversee the analysis of construction and material data to derive actionable insights.
o Guide the development of statistical, ML, DL models to solve complex problems.
o Ensure the development, optimization, and scalability of machine learning models,
including the use of frameworks like TensorFlow and PyTorch.
o Utilize advanced techniques such as Transformers, GPT, BERT .
o Lead the design and maintenance of data pipelines and data warehousing solutions.
o Ensure data quality and integration from various sources using ETL processes and data
integration tools.
o Oversee the integration of AI solutions into existing systems and the development of
reliable APIs.
o Ensure the reliability and efficiency of AI-powered software applications.
o Guide the development and fine-tuning of NLP models for specific use cases, such as
text generation, QA, and sentiment analysis.
o Apply advanced NLP techniques and frameworks, including Hugging Face and RL
methods like PPO and OpenAI Gym.
o Develop and deploy chatbots and other MAS to enhance user interaction and automate
processes.
תפריט
