AI Engineer & Computer Engineering Student @ UNLP.
I bridge the gap between high-level logic and low-level signals, building software that thinks (AI/LLMs) and hardware that interacts (Embedded).
| Domain | Project | Description |
|---|---|---|
| 🏦 Fullstack AI Agent | VaultMind AI | Full-stack RAG system demo for banking. Features LangGraph, FastAPI, and React. Powered by Groq and Voyage AI. |
| 🤖 Realtime Live AI | Realtime AI Avatar | End-to-end interface powered by Google Gemini. Features a customizable VRM character with low-latency voice interaction. |
| ⚛️ RAG & Quantum | Qiskit Migration Assistant | RAG pipeline designed to migrate legacy Quantum code using n8n and VectorDBs for context-aware suggestions. |
| 🎬 AI Pipeline | AI Video Generation Pipeline | Local video generator that creates audio, video, subtitles, background music and a talking head avatar. Powered by local AI models. |
| 🧠 AI Core | Michigrad Engine | Scalar-valued autograd engine implemented from scratch. Replicates PyTorch's logic to demonstrate backpropagation. |
| 🛡️ Embedded | Embedded Security CIAA | Real-time system for EDU-CIAA (ARM Cortex-M4). Features FSM logic, interrupt handling, and GPIO management in C. |
| 🖐️ IoT/Hard | Multitouch Surface | Low-cost interactive surface powered by ESP8266 and HX711 load cells with real-time pressure visualization. |
| 🎮 Python Dev | Python Arcade Platform | Modular arcade collection recreated with Pygame. Features OOP Design and game logic implementation. |
| Event | Project | Description |
|---|---|---|
| 🤖 Google MLSys | MLSys Competition Track | My submission for the Google MLSys Competition Track — scheduling & optimization problems in C++, focused on ML systems performance. |
| 🚀 AMD Hackathon | Meridian AI Agent | AI-first project management platform built for a lablab.ai hackathon. Serverless architecture powered by React + AMD MI300X inference endpoint. |
| ⚔️ ICPC 2025 | ICPC Regional Finals 2025 | Archive of algorithms & solutions for the ICPC South America South Regionals 2025. Graphs, DP, data structures in C++. |
Check out my university work → github.com/igna-s?tab=repositories
| Python | TensorFlow | PyTorch | LangChain | LangGraph | Gemini | n8n | Scikit-Learn | Pandas |
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| Qiskit | PennyLane |
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| C# | Java | Unity | Docker | Azure | Git | Linux |
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| React | TypeScript | Next.js | FastAPI | JavaScript | Node.js | Vite | Tailwind | PostgreSQL | MySQL | Postman | Uvicorn | Gunicorn |
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| C | C++ | Assembly | CUDA | AMD ROCm | ESP32 | Arduino | MATLAB | SolidWorks | Proteus |
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In addition to Engineering & AI, I crafted some time ago some web interfaces.
Check out my Web Dev projects here:
