### Executive Overview

• The Mission: Liel Amar is an elite independent software developer and Computer Science Master's student focusing on applied deep learning. He actively engineers independent projects that fuse modern web frameworks with artificial intelligence, laying the groundwork for a career dedicated to shipping context-aware AI products and advancing machine learning research.
• The Core Value: Liel's unique strength lies in his "dual-threat" capability: the ability to author academic research for premier conferences while simultaneously architecting production-ready applications. Whether solving technical friction points like building real-time audio streaming services or self-hosting Retrieval-Augmented Generation (RAG) mobile apps, he demonstrates a mastery of complex software ecosystems.
• Technical Methodology: Liel delivers high-impact results through expert software engineering and architectural design. Leveraging a modern stack—including Next.js, Tailwind CSS, Python, Google Cloud, and Docker—he manages the full lifecycle from automated CI/CD pipelines and unit testing to the fine-tuning of machine learning models. His award-winning "Double You" application exemplifies this, utilizing a secure, self-hosted RAG pipeline to generate personalized, context-aware outputs.
• Background & Expertise: A 24-year-old developer based in Israel, Liel has been building software since age 13. He holds a Bachelor's degree with honors in Computer Science from the Hebrew University of Jerusalem and is currently pursuing his Master's in Deep Learning. His professional experience includes three years of startup roles at companies like Urbanico, Oversight, and Rewrite Media.
• Strategic Audience: Liel’s portfolio is tailored for CTOs, Engineering Managers, and Technical Leads seeking full-stack engineering and machine learning talent. His open-source creations, such as "LanguageFix" and his specialized two-factor authentication systems, cater to niche communities like Minecraft server operators (BungeeCord/Spigot) and the broader gaming industry.
• Market Positioning: Transcending the role of a traditional enterprise vendor, Liel operates as an elite "Bridge" talent—connecting cutting-edge academic ML research (NeurIPS) with hands-on, tangible software engineering. He distinguishes himself from typical developers through a deep, self-directed project history and proven open-source traction.
• Distinguished Highlights:
• Academic Validation: Published a position paper accepted to NeurIPS 2025 titled *"We Should Chart an Atlas of All the World's Models"*.
• Hackathon Champion: 1st Place winner at HUJI's 2025 Hackathon for the project 'Double You'.