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igna-s/README.md

Hi there, I'm Ignacio A. Schwindt 👋

Typing SVG

Computer Engineer @ UNLP • FDE @ Machines Like Me.
I bridge the gap between high-level logic and low-level signals, building software that thinks (AI/LLMs) and hardware that interacts (Embedded).

LinkedInGmail

Coding Gif

🔭 Featured Projects (AI & R&D)

DomainProjectDescription
🏦 Fullstack AI AgentVaultMind AIFull-stack RAG system demo for banking. Features LangGraph, FastAPI, and React. Powered by Groq and Voyage AI.
🤖 Realtime Live AIRealtime AI AvatarEnd-to-end interface powered by Google Gemini. Features a customizable VRM character with low-latency voice interaction.
⚛️ RAG & QuantumQiskit Migration AssistantRAG pipeline designed to migrate legacy Quantum code using n8n and VectorDBs for context-aware suggestions.
🎬 AI PipelineAI Video Generation PipelineLocal video generator that creates audio, video, subtitles, background music and a talking head avatar. Powered by local AI models.
🧠 AI CoreMichigrad EngineScalar-valued autograd engine implemented from scratch. Replicates PyTorch's logic to demonstrate backpropagation.
🛡️ EmbeddedEmbedded Security CIAAReal-time system for EDU-CIAA (ARM Cortex-M4). Features FSM logic, interrupt handling, and GPIO management in C.
🖐️ IoT/HardMultitouch SurfaceLow-cost interactive surface powered by ESP8266 and HX711 load cells with real-time pressure visualization.
🎮 Python DevPython Arcade PlatformModular arcade collection recreated with Pygame. Features OOP Design and game logic implementation.

🏆 Competitions & Open Source

EventProjectDescription
🤖 Google MLSysMLSys Competition TrackMy submission for the Google MLSys Competition Track — scheduling & optimization problems in C++, focused on ML systems performance.
🚀 AMD HackathonMeridian AI AgentAI-first project management platform built for a lablab.ai hackathon. Serverless architecture powered by React + AMD MI300X inference endpoint.
⚔️ ICPC 2025ICPC Regional Finals 2025Archive of algorithms & solutions for the ICPC South America South Regionals 2025. Graphs, DP, data structures in C++.

🎓 University @ UNLP

Check out my university work → github.com/igna-s?tab=repositories

🛠️ Technical Arsenal

🧠 AI, LLMs & Data Engineering

PythonTensorFlowPyTorchLangChainLangGraphGeminin8nScikit-LearnPandas
Geminin8n

⚛️ Quantum Computing

QiskitPennyLane
QiskitPennyLane

💻 Software Engineering & Tools

C#JavaUnityDockerAzureGitLinux

🌐 Full Stack Web Development

ReactTypeScriptNext.jsFastAPIJavaScriptNode.jsViteTailwindPostgreSQLMySQLPostmanUvicornGunicorn

🔌 Embedded Systems & GPU Computing

CC++AssemblyCUDAAMD ROCmESP32ArduinoMATLABSolidWorksProteus
AssemblyCUDAAMD ROCm/HIPSolidWorksProteus

📊 Engineering Metrics

Profile Details

Top Langs


🔥 My Contribution Streak

snake

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  1. Qiskit-RAG-Migration-AssistantQiskit-RAG-Migration-AssistantPublic

    Forked from jose-manuel-suarez/qiskit_rag

    Retrieval-Augmented Generation (RAG) pipeline designed to assist in migrating legacy Quantum Computing code to newer Qiskit versions. Uses N8N and Vector Databases for context-aware code suggestion…

    Python 3 1

  2. Realtime_Avatar_AI_CompanionRealtime_Avatar_AI_CompanionPublic

    Real-time AI Avatar interface powered by Google Gemini. Features a customizable VRM anime-style character with low-latency voice interaction, conceptually inspired by xAI's Ani

    Jupyter Notebook 17 9

  3. Unity-VR-Simulation-2024Unity-VR-Simulation-2024Public

    Interactive Virtual Reality environment developed with Unity and C#. VR Proyect for the LIDI

    ShaderLab 3

  4. AI-Video-Generation-PipelineAI-Video-Generation-PipelinePublic

    A local video generator that creates audio and video, formats content with subtitles, background music, and a talking head.

    Jupyter Notebook 4 2

  5. University-Coursework-ArchiveUniversity-Coursework-ArchivePublic

    Archive of assignments, labs, and notes from my Computer Engineering degree at UNLP.

    C 2

  6. Michigrad-Deep-Learning-From-ScratchMichigrad-Deep-Learning-From-ScratchPublic

    Forked from jwackito/michigrad

    A scalar-valued autograd engine implemented from scratch in Python. Replicates Torch's logic to demonstrate backpropagation fundamentals.

    Jupyter Notebook 1