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Ibzie/README.md

Ibzie

Game Dev turned Data Choom turned Data Scientist turned Dragonborn turned ML Engineer.

ibziieee@gmail.com

What I'm Building

Voice Agents. Automation Agents. Game Agents.

Breaking things to understand them, then making them work in production.

Current Focus

  • Production voice AI that doesn't collapse under load (Pipecat, WebRTC, AssemblyAI)
  • Systems programming in Rust because someone has to do memory management
  • Mechanistic interpretability—opening the black box with a crowbar
  • Procedural generation experiments (worlds build themselves)

Tech I Work With

Languages: Python for speed, C++ for performance, Rust for when I hate myself
ML/AI: PyTorch, TensorFlow, scikit-learn, LLM wrangling
Infrastructure: Docker containers all the way down, AWS, GCP, Spark/Kafka
Voice: Real-time streaming, WebRTC, making very expensive large predictive models talk
Data: SQL, MongoDB, Voldemort,Cassandra and pretty much all the VectorDBs Game Engines: Unreal, Unity (for when I am reminded how bad the RAM market is)

I like data. I like machines. I like learning.
Prefer understanding how AI works over just calling APIs.

Pinned Loading

  1. AI_Crew_Chatroom AI_Crew_Chatroom Public

    AI agents with distinct personalities that chat with each other in group conversations

    Python

  2. LlamaIndex_Pdf_To_Podcasts LlamaIndex_Pdf_To_Podcasts Public

    Uses AI agents to parse pdfs and converts them to interactive podcasts

    Python

  3. PyTorch-Video-Prediction-Models PyTorch-Video-Prediction-Models Public

    🎯 Production-ready implementation of video prediction models using PyTorch. Features Enhanced ConvLSTM with temporal attention, PredRNN with spatiotemporal memory, and Transformer-based architecture.

    Python 7

  4. Langraph-Based-Langchain-Developer-Assistant Langraph-Based-Langchain-Developer-Assistant Public

    Python

  5. witcher3-gameplay-ai-analysis-ml-cv witcher3-gameplay-ai-analysis-ml-cv Public

    Deep learning pipeline for automated Witcher 3 gameplay analysis. Uses CNN-LSTM architecture to evaluate combat performance, resource efficiency, and quest progression in real-time. Built with PyTo…

    Python

  6. Groq-Powered-Document-Chatbot Groq-Powered-Document-Chatbot Public

    PDF-Chat is a streamlined document intelligence tool that transforms PDFs into interactive knowledge bases. Powered by Groq's high-performance LLMs and semantic search capabilities, it enables natu…

    Python