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jorgeantonio21/README.md

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"What I cannot create, I do not understand." — Richard P. Feynman

"The first principle is that you must not fool yourself — and you are the easiest person to fool." — Richard P. Feynman

"The introduction of the cipher 0 or the group concept was general nonsense too, and mathematics was more or less stagnating for thousands of years because nobody was around to take such childish steps." — Alexander Grothendieck

"We can only see a short distance ahead, but we can see plenty there that needs to be done." — Alan Turing


About

I build high-performance distributed systems at the intersection of AI inference, cryptography, and fault-tolerant computing. I previously co-founded Atoma, building infrastructure for secure GenAI workloads with confidential computing — fast serverless LLM inference with verifiable privacy guarantees.

Research & Academic Background

PhD in algebraic geometry and algebraic topology, working under Bertrand Toen on derived arithmetic geometry. Research focused on derived non-archimedean analytic geometry, including derived formal schemes, Raynaud localization, and non-archimedean Hodge filtrations. Selected publications on arXiv.

Currently Building

  • Large-scale LLM inference in Rust — High-throughput GPU serving systems, kernel-level optimization, distributed inference orchestration
  • Consensus protocols — Implementing Minimmit and exploring next-gen BFT designs for the Hellas network
  • High-frequency low-latency trading systems — Performance-critical infrastructure, lock-free data structures, kernel-bypass networking

What I Work On

  • Large-scale LLM inference — High-throughput serving systems, GPU kernel optimization, distributed inference orchestration
  • Distributed systems — Consensus protocols, fault tolerance, state machine replication
  • Cryptography — Zero-knowledge proof systems (PLONK, Plonky2/3, STARKs), applied cryptographic protocols, verifiable computation
  • Confidential computing — TEE-based inference, hardware-rooted trust, secure multi-party AI workloads
  • High-frequency low-latency trading systems — Performance-critical infrastructure, lock-free data structures, kernel-bypass networking

Featured Projects

🚀 AI Inference
  • atoma-infer — Fast serverless LLM inference engine, written in Rust
  • atoma-node — Core infrastructure for confidential computing AI inference
  • atoma-proxy — Atoma's proxy service for routing and load balancing inference workloads
  • nvtrust — Open source tooling to support confidential computing on NVIDIA GPUs
🌐 Distributed Systems
  • hellas consensus — Core consensus protocol for the Hellas blockchain, including Minimmit implementation
  • ganishka — Distributed systems challenge solutions (Maelstrom) in Rust
  • cdks — Context-driven knowledge service ingestion in Rust
🔐 Cryptography & Zero Knowledge
  • zktree — A Rust implementation of zero-knowledge Merkle trees
  • ProvableMerkleTrees — Recursive Plonky2 circuits for provable Merkle tree operations
  • chaum-pedersen-auth — Chaum-Pedersen zero-knowledge authentication protocol in Rust
📐 Research
  • Derived_rig_cohomology — Derived rigid cohomology for singular varieties over perfect fields of positive characteristic

Selected Publications

Open Source Contributions

Active contributor to projects across the distributed systems, cryptography, and AI inference ecosystems — including NVIDIA Dynamo, Tari protocol, Plonky3, vLLM, SGLang, raft-rs, reth, Aeron, and various ZK proof system libraries.

GitHub Stats

GitHub Streak

Activity Graph

Profile Details

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Contact

Email [email protected]
Email (deprecated) [email protected]
LinkedIn Jorge António
X @Twen2Ack

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  1. ai-dynamo/dynamo ai-dynamo/dynamo Public

    A Datacenter Scale Distributed Inference Serving Framework

    Rust 6.1k 855

  2. AtomaAI/atoma-infer AtomaAI/atoma-infer Public

    Fast serverless LLM inference, in Rust.

    Rust 111 21

  3. AtomaAI/atoma-node AtomaAI/atoma-node Public

    Core infrastructure for confidential computing AI inference

    Rust 35 7

  4. Plonky3/Plonky3 Plonky3/Plonky3 Public

    A toolkit for polynomial IOPs (PIOPs)

    Rust 749 383

  5. tari-project/tari tari-project/tari Public

    The Tari protocol

    Rust 487 247

  6. tari-project/tari-ootle tari-project/tari-ootle Public

    Tari Layer-2 Protocol

    Rust 22 24