- Artificial Intelligence AI, Large Language Models LLM, Embeddings, Vector Databases, LangChain, Machine Learning, Data Science, Analytics, Expert, Leadership, Team Builder
- Ph.D. in mathematical modeling and computer simulations
- Experience of building teams of engineers and data scientists ...
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- Artificial Intelligence AI, Large Language Models LLM, Embeddings, Vector Databases, LangChain, Machine Learning, Data Science, Analytics, Expert, Leadership, Team Builder
- Ph.D. in mathematical modeling and computer simulations
- Experience of building teams of engineers and data scientists (hiring, training, and managing)
- 15+ years of experience with high-volume data processing, analytics, and modeling
- Proven track record of building data and analytics systems from scratch, and delivering them on time
- Full cycle development from requirements and planning to architecture & implementation
- Experience in different areas - Financial, Advertising, e-Commerce, Media, Publishing, Crypto
- Data Engineering on clouds (AWS, Azure, GCP) and on-prem, ETL, APIs, big data, data mining
- SQL databases, SQL Data Warehouse, key-value stores (like Redis),
- Web applications, and business intelligence & analytics
- Mathematics and Finance: Ph.D. (Math. Modeling), Advanced Calculus (Math Analysis), Linear Algebra, Vectors & Tensors, Theory of Complex Variables, Differential Equations, Partial Differential Equations, Differential Equations in Mathematical Physics, Probability & Statistics, Statistical Radiophysics (including time series analysis and digital pattern recognition algorithms), Optimization, Monte Carlo Simulations, Numerical Methods, Machine Learning, Deep Learning, NLP, Transformers, Generative AI, LLMs
- Programming & Data Science Tools: Python, Pandas, NumPy, SQL, ETL, Scikit-Learn, NLP/NLTK, Huggingface tools, AWS SageMaker, TensorFlow, Hadoop, Perl, Go (Golang), Javascript, C/C++, Java, Excel VBA, databases (PostgreSQL, MySQL, Vertica, Netezza, Google BigQuery, MongoDB, Sybase, DB2, Oracle, MS SQL), Web Apps, Cloud (Amazon AWS, Azure Synapse Analytics, Google, IBM)
- resume: https://levselector.com/LevSelector_resume.docx
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