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egeboy35/README.md

Hi there! 👋 I'm Egemen

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👨‍💻 About Me

  • 🔭 I contribute to open-source ML infrastructure: PyTorch, TorchTitan, vLLM and Zephyr RTOS.
  • 🧠 I work on deep learning, on-prem LLMs and RAG, Wi-Fi sensing and computer vision.
  • 🇹🇷 I am Turkish.

🛠️ Tech Stack & Skills

💻 Languages

Python C++ C C# Java SQL JavaScript Node.js HTML Bash Lean 4

🧠 AI/ML & Deep Learning

PyTorch PyTorch Lightning TensorFlow Keras scikit-learn XGBoost Prophet NumPy Pandas RAPIDS Jupyter ONNX Hugging Face Diffusers

🔬 Models & Methods

Latent Diffusion Transformers LoRA / QLoRA Time Series (LSTM / BiLSTM) Weak Supervision Algorithmic Recourse rPPG Adversarial Robustness Algorithmic Fairness Evaluation (Walk-Forward CV, LOSO, FID / SSIM)

👁️ Computer Vision

OpenCV YOLO DeepSORT Vision Transformers (SwinV2, DINOv2, HiViT) SAR Imagery OCR

🤖 LLMs, RAG & Speech

NLP llama.cpp / GGUF vLLM Quantization LangChain LangGraph LlamaIndex Sentence Transformers RAG Whisper OpenAI API MCP Multi-Agent LLMs spaCy n8n

🖥️ MLOps & On-Prem LLM Deployment

MLOps LLMOps NVIDIA CUDA Docker / Compose FastAPI

⚡ PyTorch Internals & Performance

torch.compile (Dynamo, Inductor) ATen CPU Kernels Performance Benchmarking SIMD (AVX2 / AVX-512) OpenMP TorchTitan TorchRL ExecuTorch

🗄️ Databases & Vector Search

PostgreSQL TimescaleDB MongoDB FAISS ChromaDB Qdrant Milvus

📡 Wireless Sensing & SDR

Wi-Fi CSI FeitCSI iwlwifi (Intel AX210) ADALM-PLUTO SDR

🦾 Edge, Robotics & Embedded

Edge AI NVIDIA Jetson (JetPack) TensorRT ROS 2 Gazebo Zephyr RTOS

🏭 Industrial IoT & Automation

OPC UA MQTT (Mosquitto) Grafana PLC (S7-1200, TIA Portal) TwinCAT

🛠️ Backend, Tools & DevOps

Streamlit Flask Pydantic Tkinter PyQt5 Linux WSL Windows Git GitHub CLI CMake MSVC Ninja pytest GoogleTest Hypothesis

📐 Optimization

CPLEX Gurobi OR-Tools

☁️ Cloud

Azure AI

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