24 Nov 2025
Shape the Future of Blockchain—Bringing Business On-Chain
We’re offering a unique opportunity to join Launch Legends (and Autheo) as a part-time Equity Cofounder. Founded nearly four years ago, Launch Legends is at the forefront of bridging Web3 blockchain technology with the next evolution of Web2 integration—bringing businesses on-chain through enterprise-grade solutions, DePIN innovations, and decentralized financial infrastructure.
Our flagship project, Autheo, is an AI enabled Layer-Zero OS with an integrated Layer-1 blockchain and complete decentralized infrastructure thast includes decentralized compute, storage, identity, and service marketplaces, as well as a Full-stack development enveronment (DevHub)—engineered for scalable enterprise adoption, developer innovation, and real-world blockchain integration.
Our Projects
About Autheo
With nearly 100 equity cofounders from leading companies and institutions—many with advanced degrees and PhDs—Autheo is solving the critical challenges blocking business adoption of blockchain technology.
Key Features:
Traction (Testnet Launch):
Compensation & Growth Path
This is a part time equity / token-based cofounder opportunity. You will receive equity in Launch Legends, Autheo, and the WFO Creator Network, along with token allocations in the Autheo blockchain. We have already completed an initial financing round to support infrastructure and marketing, and are currently in discussions with VCs and crypto investors to fund expansion and salaries. Salaried compensation is expected to begin within 4 to 5 months, following our node, token sales or funding.
ROLE: Senior Platform Machine Learning Engineer
About the Rol e
We are seeking an exceptional Senior Platform Machine Learning Engineer to join our pioneering team as an Equity Co-Founder at the forefront of native blockchain execution. At Autheo, we are building the platform that redefines decentralized computation, delivering sub-microsecond execution speeds, billions of transactions per second throughput, and mathematically proven security against adversaries.
You will own sovereign model science for trillion-parameter GenAI, agentic systems, RAG/KAG retrieval, and predictive analytics — training across 10,000+ DePIN GPUs with federated learning, ε=0.5 differential privacy, zk-proof provenance, and 100× speedup while maintaining HIPAA/GDPR compliance on healthcare and DeFi data.
Key Responsibilities
• Ship production federated training loops (Flower/FedML) for transformers, GNNs, and KNN models across global DePIN fleets
• Fine-tune Llama/CodeLlama-class models generating 95 % compliant GrappLang code from natural-language prompts
• Build hybrid GNN-KNN pipelines achieving 99 % precision on DeFi fraud and DePIN node-failure prediction
• Design RAG embeddings and KAG graph reasoning systems delivering 99 % hallucination-free retrieval over exabyte sovereign data
• Embed Opacus differential privacy (ε=0.5) and zk-proof model lineage into every training run
• Build continual learning pipelines adapting to FHIR R5 updates and new DeFi protocols without full retraining
• Deploy 1 M+ inferences/sec GenAI endpoints with 99.99 % uptime via Kubeflow/Seldon and DeepSpeed
• Implement RLHF loops optimizing regulatory accuracy using enterprise reviewer feedback
Research, Innovation & Thought Leadership
• Publish sovereign federated learning and zk-ML results at NeurIPS, ICML, ICLR
• Keynote at NeurIPS 2026 on “Trillion-Parameter Federated GenAI with Provable Privacy”
Requirements – Must Have
• 8+ years shipping production ML models with PyTorch/TensorFlow at scale
• Multiple federated learning deployments on 1,000+ heterogeneous nodes
• Hands-on GNN (PyG/DGL) + KNN hybrid systems and GenAI fine-tuning for code/reasoning
• Proven ε=0.5 differential privacy and/or zk-proof model verification in production
• Deep expertise in distributed training (DeepSpeed, Horovod, Ray) and MLOps (Kubeflow, MLflow)
Nice to Have
• PhD + first-author papers at NeurIPS/ICML/ICLR
• Experience training on healthcare (FHIR) or financial on-chain data
• Patents in federated learning, privacy-preserving ML, or RAG/KAG
First 90-Day Deliverables
• Live federated GNN-KNN model with 99 % DeFi fraud detection
• Fine-tuned GenAI model producing 95 % compliant GrappLang code
• RAG/KAG system with 99 % retrieval accuracy over DevHub + medical data
• ε=0.5 privacy framework running on all training jobs
• 1 M+ inferences/sec production endpoint
• Open-source federated PyTorch operator → 1,000+ stars
• Accepted paper + keynote at NeurIPS 2026
Top candidates: 6-hour live ML design + PyTorch federated training session from scratch.
About Our Organization
Autheo is a visionary technology company building the virtual machine platform that surpasses Ethereum EVM, Solana SVM, and all legacy execution environments with microsecond latencies, and mathematically proven security. Our mission is to create unbreakable execution infrastructure that empowers developers to build sovereign dApps, confidential DeFi protocols, secure enterprise solutions, and privacy-preserving AI systems. We are developing revolutionary technologies including Layer 0/1 blockchains with attack-resistant consensus, execution environments supporting encrypted computation, sovereign communication systems with perfect forward secrecy, and DePIN networks delivering 200GB/s secure compute. Backed by pioneering runtime leadership and a global team of elite systems engineers, cryptographers, and blockchain architects, Autheo is positioned to dominate the $300B+ smart contract execution market while establishing new standards for secure, scalable decentralized computation. Join us to build the execution foundation that will power the sovereign digital economy of the 21st century.
🌐 🚀 WHY JOIN LAUNCH LEGENDS?
If you're ready to redefine blockchain adoption, empower global business integration, and help shape the next generation of Web3 and developer ecosystems, we invite you to take the next step.
Let’s build the future—together.