Hi I'm Ryan, at the forefront of generative AI, my software engineer role at Amazon has been transformative, integrating cutting-edge computer vision and machine learning models to revolutionize commercial image generation. Our collaborative efforts resulted in a staggering 95% cost reduction, highlighting my proficiency in AWS tools and dynamic algorithm design.My academic journey at Texas A&M University, pursuing a Master's in Computer Science, complements my professional endeavors. It's here where I delve into advanced GPU computing and AI-generated content, skills that are pivotal in my contributions to Google Summer of Code, creating AI programming tools for millions. With a passion for innovation and a goal to push technological boundaries, I am committed to shaping the future of AI applications.
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Software EngineerTiktokSanta Clara, Ca, Us -
Applied Scientist EngineerAmazon May 2024 - Aug 2024• Streamlined SOTA Computer Vision models in Object Detection/Segment/Tracking (Ground-DINO, SAM2) with Generative AI models (diffusion, dream fusion) to automate commercial image generation with 20% coverage and 95% cost reduction.• Designed and implemented dynamic layout generation with color/style transfer algorithm, elevating image quality by 70%. Fine-tunedLLMs (Copilot, Claude) for headline refinement, knowledge transformation, grammatical/sentiment analysis.• Engineered AWS tools (S3, Cloud9, EC2, IAM) with CodePipeline to automate code commits, builds and production releases.• Constructed a Target Planner to recommend personalized product widgets for customers using Collaborative Filtering. Retrieved and processed large-scale market data (>10 TB) in MySQL and distributed cloud computing. -
Open Source DeveloperGoogle Summer Of Code Mar 2024 - Aug 2024Integrated LLMs (Mistral, Llama, Gemini) to deliver AI Programmer (auto code generation/refinement) for 12 million+ users.Conducted prompt engineering (CoT, RAG) to design LLM agents to reason and act in logic chain effectively. Strengthened prompts toensure security and behavioral compliance, can sustain 90%+ improper injections.Managed OAuth2/token authentication for users to seamlessly share code pieces into GitHub as PR or Gist post via RESTful APIs. -
Graduate Research AssistantTexas A&M University Sep 2023 - Jul 2024College Station, Texas, United States• Deployed GPU (CUDA kit) to accelerate SLAM, Nerf, Gaussian Splatting computations, to reconstruct videos into 3D point clouds.• Researched on AIGC/LLM, enforced Dream Fusion/diffusion/wonder3D for text to image/model, image to image/model generation.• Managed Benchmark for evaluation, conducted post-processing tasks in Unity3D, MeshLab on mesh simplification, retopology, etc.• Processed 3D data in MeshLab, Unity3D for mesh simplification and plane segment, refined 2D tracking using 3D spatial supervision, improving accuracy by 38%. Optimized quaternion skinning for 3D face reconstruction and shape blending. -
Full Stack DeveloperHuawei Apr 2022 - Dec 2022Nanjing, Jiangsu, ChinaHuawei Student Development Program (HSD)• Architected Spring MVC components for scalable SaaS e-commerce platform with robust GitHub Actions CI/CD pipeline, automating unit testing (JUnit, Mockito) and deployment processes, giving rise to 50% faster release cycles.• Structured adaptable data schema and Python backend with Flask, Django, coordinated C/S communication in RESTful API, Apache, Postman. Constructed interactive UI using React, Vue, Next.js, Redux to facilitate 80,000+ user engagement. • Led Agile/Scrum development with Git, SCM, distributed data processing in Redis, InfluxDB, Hadoop, analyzed 5TB+ data. -
Xr Game ProgrammerDots Rhythm Technology Co., Ltd Apr 2021 - Apr 2022• Pioneered immersive XR games using Unity3D, Unreal, OpenGL shader pipeline with intelligent AI reinforcement learning. • Architected toolchains in convex optimization, animation, physics simulation (particle/cloth), navmesh, errors decreased by 30%. • Launched close-loop products on Steam (10k+ players), securing 6+ patents with $10,000+ funds from Sony, NetEase, Tencent.
Ryan Z. Education Details
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4.0/4.0 -
3.8/4.0 -
Business Ai
Frequently Asked Questions about Ryan Z.
What company does Ryan Z. work for?
Ryan Z. works for Tiktok
What is Ryan Z.'s role at the current company?
Ryan Z.'s current role is Software Engineer.
What schools did Ryan Z. attend?
Ryan Z. attended Texas A&m University, Sichuan University, Nanyang Technological University Singapore.
Who are Ryan Z.'s colleagues?
Ryan Z.'s colleagues are Robin Organisa, Tania Zahiri Anuar, Paula Contreras, Endri Sulaj, Wenzhuo Li, Victoria Nwaohuocha, Shelton Ware.
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