DeepMagik partners with visionary companies to solve their hardest problems using cutting-edge artificial intelligence.
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Founder & Principal AI Scientist
Dr. Alex Wang is a world-class AI leader, researcher, and builder who has spent over a decade pushing the boundaries of what artificial intelligence can achieve.
As Co-Founder, CTO & Chief AI Scientist of JEN Music AI, Alex pioneered JEN-1—the first universal latent diffusion model capable of generating 48kHz high-fidelity music from text. His research has been cited by Meta FAIR, Sony AI Lab, and ByteDance AI Lab, and featured in Forbes, Billboard, and Music Business Worldwide.
His expertise spans the full spectrum of AI innovation: generative AI across text, image, 3D, video, and audio; quantitative finance with deep reinforcement learning; computer vision at massive scale; and production-grade AI infrastructure supporting 100s of GPUs in distributed training.
Alex has built and led elite AI teams comprising scientists and engineers from TikTok, Alibaba DAMO Academy, Tencent AI Lab, and SenseTime, with doctorates from UC Berkeley, Tsinghua University, Georgia Tech, and the University of Sydney.
DeepMagik is a boutique AI consultancy founded by Dr. Alex Wang to help companies of all sizes — from seed-stage startups to global enterprises — harness the transformative power of artificial intelligence.
Unlike traditional consultancies that advise from the sidelines, we've been in the trenches—building production AI systems that serve millions of users, training models on 100+ GPUs, and publishing research cited by the world's leading AI labs.
From generative models that create music and 3D assets, to trading algorithms powered by deep reinforcement learning, to computer vision systems processing hundreds of millions of images—we bring the rare combination of cutting-edge research and battle-tested engineering.
Whether you need a fractional Chief AI Officer to guide your AI strategy, custom agentic AI solutions that automate complex workflows, or hands-on training to upskill your team—we deliver AI that works in the real world.
We work with companies of all sizes — from seed-stage startups to global enterprises — to design, build, and deploy AI systems that deliver real impact—combining deep research with production-grade engineering.
Get executive-level AI leadership without the full-time overhead. We serve as your strategic AI advisor—defining your AI roadmap, aligning initiatives with business goals, overseeing implementation, and ensuring ethical governance. Whether you need a few days a month or ongoing advisory, we provide the expertise to navigate AI adoption with confidence and measurable ROI.
Move beyond chatbots to autonomous AI agents that reason, plan, and execute. We design and build goal-driven AI agents that automate complex multi-step workflows, integrate across your enterprise systems, and adapt in real-time. From customer service orchestration to intelligent document processing—agents that don't just respond, but proactively solve problems.
Custom AI automation solutions that transform your operations. We build intelligent systems that automate repetitive tasks, streamline decision-making, and integrate seamlessly with your existing tech stack. From automated data pipelines to AI-powered process optimization—we deliver end-to-end automation that scales with your business and delivers measurable efficiency gains.
Build custom generative models for text, audio, image, video, and 3D. As the creators of JEN-1—the first universal latent diffusion model for music—we bring unparalleled expertise in diffusion models, flow matching, transformers, and RLHF post-training. From concept to production-ready systems that generate with unprecedented fidelity and control.
Upskill your organization with hands-on AI training delivered by practitioners who've built production AI systems. We offer executive workshops for C-suite leaders on AI strategy and governance, plus technical training for engineering teams on LLMs, prompt engineering, generative AI, and building AI applications. Practical knowledge that translates to immediate business impact.
Define your AI roadmap and translate cutting-edge research into competitive advantage. We help you identify high-impact AI opportunities, evaluate build-vs-buy decisions, and design implementation strategies that align with your business goals. Backed by peer-reviewed research and real-world deployment experience across finance and tech startups.
Design intelligent trading systems and financial AI powered by deep reinforcement learning. From feature extraction with RLHF to predictive models for price forecasting—we've built and deployed trading bots and sentiment analysis pipelines. Rigorous backtesting, simulated trading, and production deployment on GPU infrastructure.
Deploy real-time detection, segmentation, classification, recognition, and pose analysis at massive scale. We've achieved 24x inference speed boosts and 40x model compression through advanced architecture optimization, quantization, and knowledge distillation. From face recognition to satellite imagery segmentation—millisecond latency systems processing hundreds of millions of images.
Create domain-specific language models and knowledge retrieval systems tailored to your data. We build custom LLMs, RAG pipelines that enhance prompts with semantically aligned context, and conversational AI that understands your business. From retrieval-augmented generation to fine-tuned models—intelligent systems that speak your language.
Architect scalable training pipelines, inference systems, and production deployment that actually work. We've designed distributed systems achieving 95%+ GPU utilization across 100+ GPUs, auto-scaling Ray-based backends, and GitOps-driven CI/CD with feature flags and instant rollback. Infrastructure-as-Code with Terraform and Pulumi—from single GPU to thousands.
Practical AI education delivered by practitioners who've built production systems—not just theorists. From C-suite strategy sessions to hands-on technical bootcamps.
Equip your leadership team to make informed AI decisions. Understand AI capabilities and limitations, identify high-impact opportunities, navigate build-vs-buy decisions, and establish governance frameworks. No technical background required—just strategic thinking.
Master the art and science of working with large language models. From foundational prompt engineering to advanced techniques like chain-of-thought, few-shot learning, and RAG architectures. Hands-on labs with real-world applications.
Go beyond the basics into the architectures powering modern generative AI. Diffusion models, transformers, flow matching, VAEs, and RLHF post-training. Taught by researchers who've published in top venues and built production generative systems.
Transform how your team works with practical AI tools. Learn to leverage ChatGPT, Claude, and other AI assistants for research, writing, coding, analysis, and creative work. Immediate productivity gains with responsible usage guidelines.
AI isn't magic—but when done right, it can feel like it. We combine rigorous research with battle-tested engineering.
Founder-led expertise with publications in AAAI, IEEE, Springer Nature, and citations from world-leading AI labs including Meta FAIR and Sony AI Lab. We don't just advise—we publish peer-reviewed research that advances the field. Our team holds patents in generative AI and has presented at major international conferences worldwide.
We've shipped AI products used by millions, not just prototypes. From JEN's text-to-music platform generating 48kHz high-fidelity audio to computer vision systems processing hundreds of millions of images with millisecond latency—we've built, deployed, and scaled real AI systems in production environments. We know the difference between a demo and a product.
From distributed GPU clusters running 2M+ training hours to user-facing applications—we build end-to-end. Research, engineering, data pipelines, infrastructure, and product all under one roof. No handoffs, no gaps. We architect auto-scaling inference systems, GitOps-driven CI/CD pipelines, and production-grade MLOps that actually work at scale.
Access to a global network of top-tier AI scientists and engineers from TikTok, Alibaba DAMO Academy, Tencent AI Lab, and SenseTime, with doctoral degrees from UC Berkeley, Tsinghua University, Georgia Tech, and the University of Sydney. When your project needs specialized expertise, we bring in the best minds in the field.
Ready to explore how AI can transform your business? Whether you need strategic guidance, custom AI solutions, or team training — let's start a conversation.
Location
Auckland, NZ / Los Angeles, US
Join the companies already transforming their business with DeepMagik.