Better decision-making in large groups, by encouraging development of proposals by forking and merging.

Practitioner toolkit — templates, worked examples, and step-by-step guides for adopting LC-OS in your AI workflows.

How I helped a team scale their categorization using design thinking, cross-functional collaboration, and applied research.

Recherche appliquée indépendante : cadre de mesure de la visibilité des entités professionnelles marocaines dans les moteurs génératifs (ChatGPT, Claude, Gemini, Perplexity). Working paper + framework COVE-LLM. DOI: 10.5281/zenodo.20820613

Generate output that doesn’t pretend that AI is more than it is.

A collection of digital libraries and databases to use as a jumping off point for secondary research in user experience research applications.

This folder is for various programs that are focused on Industrial Engineering and that offers reduced time for completion of the Applied Research projects.

This offers our unique solutions.

Embedded Special Projects for Utilitarian Devices

A quantitative research & analytics project developed during my MSc AI at BSBI. It focuses on evaluating NLU performance and user interaction patterns through data-driven insights. The project utilizes Python and advanced data visualization to identify intent classification gaps and provide systematic optimization strategies for conversational AI.

Inference-time optimization for diffusion-based text-to-audio generation using CLAP-guided multi-sample selection, with quantitative cost–quality analysis on AudioLDM.

Empirical Analysis on Sorting Algorithms, using a custom-build algorithm testing tool

AegisLogic (PCRA): A novel, local-first retrieval architecture (PCRA) for zero-hallucination Cyber Threat Intelligence. Synthesizes Graph (KuzuDB), Vector (Qdrant), and Temporal data via a LangGraph state machine. Includes empirical research on LLM evaluation metrics.

This is a repository for R workshop 2019-2020.

Independent Applied Researcher working on AI-Embedded Systems 6G Sustainability and Non-Terrestrial Networks (NTN). Open to global research collaborations and grant-funded projects.

These documents by Tawabiry exhibit the maturity, theoretical depth, and synthesis capabilities typically aimed at Graduate Level (MS/PhD) Applied Research or Senior Staff Engineering Design Docs at major tech firms (L6/L7 level).

Independent applied-research portfolio on Qatar's transportation infrastructure, innovation ecosystem, and policy landscape. Structured data, reproducible methodology, evidence-driven gap analysis. Supports decision-making by government agencies, research institutes, innovation programs, and consultancies.

Applied research in representation and decision behavior

Applied AI notebooks and workflow experiments for OpenAI SDK, n8n, CrewAI, local automation, and solution architecture R&D.