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Achievement: Pair Extraordinairex2Achievement: StarstruckAchievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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Jojobeans1981/README.md

Giuseppe Panetta

AI Systems Engineer. I build production LLM pipelines — the orchestration, the validation layer, and the latency budget — not demos. Track record shipping web, backend, and AI infrastructure, with depth in multi-LLM orchestration, prompt engineering, and autonomous software factories.

Co-Founder & Lead Developer at FutureEng LLC. Akron, Ohio.

Selected work

Project What it is Why it is worth a look
Mirra Real-time AI video tutor Four-service streaming pipeline — Deepgram STT to Groq inference to Cartesia TTS to a lip-synced Simli avatar — over WebSocket/WebRTC at ~387ms end-to-end, measured by an instrumented endpoint rather than estimated
GRIMOIRE RAG over legacy Fortran Makes BLAS, LAPACK and ScaLAPACK codebases queryable in natural language — decades-old numerical linear algebra with no modern documentation
AgentForge Healthcare AI agent 9 LangChain tools with 5-layer output verification and a 100-case evaluation dataset; integrates with OpenEMR

Stack

JavaScript · TypeScript · Python · React · Next.js · Node.js · Express · LLM Integration · Prompt Engineering · Multi-LLM Orchestration · RAG Systems · AI Evaluation · Fine-tuning · PostgreSQL · Supabase · Prisma ORM · AWS Lambda · AWS S3 · Docker · Stripe · Twilio · Claude SDK

Reach me

LinkedIn · Portfolio · jlpanetta1681@gmail.com

Open to AI/ML engineering roles.

Pinned Loading

  1. portfolio-2025 portfolio-2025 Public

    Personal portfolio built with TypeScript and React.

    TypeScript

  2. Ember-Campfire-Edition Ember-Campfire-Edition Public

    AI-powered dyslexia intervention platform — adaptive reading exercises that adjust to each learner's specific decoding errors.

    JavaScript 24

  3. velocity-trading-platform velocity-trading-platform Public

    Crypto trading dashboard in React — real-time price streaming, virtualized order books, and render-path optimization under high-frequency updates.

    JavaScript

  4. langchain-healthcare-tools langchain-healthcare-tools Public

    Production-ready healthcare AI agent: 9 LangChain tools, 5-layer output verification, and a 100-case evaluation dataset. Integrates with OpenEMR.

    Python 2 1

  5. Futreeng/structured-ai-pipelines Futreeng/structured-ai-pipelines Public

    16 composable AI development skills — build and diagnose software through structured, auditable pipelines with human checkpoints at every stage.

    TypeScript 1

  6. Mirra Mirra Public

    Real-time AI video tutoring platform. Four-service streaming pipeline (STT → LLM → TTS → avatar) over WebSocket/WebRTC, tuned to ~387ms end-to-end latency.

    TypeScript