Layla Bitar
AI Product Manager
AI Product Manager at the intersection of biotech and bioengineering, building LLMs and intelligent agent systems that turn complex science into impactful output.
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Helpful or Harmful? How to Trust AI-Generated Summaries
AI summaries can support research and clinical work in several complementary ways. They can condense long and complex text into clear takeaways such as the primary endpoint, population size, and outcomes, giving readers a head start before committing to the full text.
Layla Bitar 7 min -
LLM’s Secret Sauce: Not Just Prompts, but Context Engineering
If you haven’t been living under a rock, chances are that you have come across the buzzword “prompt-engineering” in the past few years. And yes, while it has been recognized as an official job title in the tech industry, you probably have been practicing it on your own all along.
Layla Bitar 5 min -
How Are BioAgents Shaping the Future of Biomedical Applications and Clinical Decision Support?
introducing BioAgents, specialized agentic systems built on large language models (LLMs) that are designed to transform bioinformatics and clinical decision support.
Layla Bitar 6 min -
30–50% Faster in building AI Workflows? Exploring GPT-5 in Bioinformatics
30–50% Faster in building AI Workflows? Exploring GPT-5 in Bioinformatics GPT-5 introduces faster responses. In bioinformatics, GPT-5 streamlines workflows by drafting pipelines, configs, and annotations, reducing glue work and acting like a knowledgeable collaborator.
Layla Bitar 6 min -
Bion: Our Multi-Agent Biomedical System
This post introduces Bion, a multi-agent AI system designed to streamline biomedical research by automating data analysis, code generation, and visualization within a no-code notebook interface.
Layla Bitar 6 min -
Democratizing Genomic Research: nf-core and the Power of No-Code, Reproducible Pipelines
This article explores the importance of nf-core pipelines in modern bioinformatics, breaking down how they enable reproducible, standardized, and scalable genomic data analysis.
Layla Bitar 3 min
