Omar Kamal Hosney

Full-time · Santa Clara County, California, United States · On-site.

Full-time · Santa Clara County, California, United States · Remote.

Contract · Santa Clara County, California, United States · Remote. Energy-sector optimization and intelligent agent systems.

• Architected multi-agent AI systems using Cerebras and Groq, achieving 2,400 tokens/sec for autonomous decision-making
• Developed a Retrieval-Augmented Generation (RAG) system enabling LLMs to access real-time data for enhanced tool orchestration
• Fine-tuned a Qwen3-8B LLM for SQL generation at 95% accuracy, enabling natural-language-to-SQL translation for energy-sector databases

Full-time · 1 yr 1 mo · Hybrid, United States. Role progression: Senior Data Scientist (Jan 2024 – Dec 2024) → Senior Staff Data Scientist (Dec 2024 – Jan 2025). Led the development of advanced AI-driven systems and frameworks focused on personalized recommendations, cost-effectiveness, and scalability.

• Developed a sophisticated personalized collection framework using embedding and multi-tower models, balancing effectiveness and cost efficiency
• Created and implemented comprehensive documentation and design practices that became team standards
• Built an innovative demo tool for showcasing AI frameworks, subsequently adopted by the product team for specification and documentation
• Led technical presentations to leadership, communicating complex AI concepts and trade-offs

• Deep Learning: PyTorch, TensorFlow, Neural Networks, Multi-Tower Architecture
• AI/ML: Generative AI, Large Language Models (LLMs), Vector Embeddings, Semantic Search

Oversaw fintech data strategy combining AI-driven underwriting and advanced analytics. Developed insights from diverse data sources, constructed scientific data models, and designed statistical and data-mining products. Led initiatives to design and execute experiments that optimize data-driven business models.

• Large Language Model implementation
• Machine Learning systems development
• Data Science leadership

Directed data analytics for a stealth startup focused on subscription revenue optimization. Spearheaded development of a patent-pending algorithm for optimal business configuration. Introduced the innovative "Pi" metric for improvement areas.

• Python and NumPy development
• Algorithm design
• Statistical analysis

Spearheaded the integration of data analytics and led the formation of a dedicated data science team. Implemented comprehensive data analysis solutions across departments.

• R programming
• Statistical Analysis
• Churn Analysis
• Tableau visualization

Led software testing and quality assurance initiatives. Developed testing tools and analytics dashboards.

• Software Testing
• Quality Management
• Six Sigma Implementation

Developed automotive embedded software and validation systems.

Led the Class 5 Switch Project testing team.

Developed software solutions and led Quality Management System deployment.

Conducted technical market research and business development.

Worked on GSM mobile networks and developed embedded applications.