- I'm currently working on AI Agent Systems, RAG Integration, and Model Optimization
- I'm currently learning Advanced inference optimization & distributed training
- I'm looking to collaborate on open source ML/AI projects
- Ask me about LLM fine-tuning, diffusion models, computer vision, and ML deployment
- How to reach me: [email protected]
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Easy LLM/VLM Training Framework
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VRAM-Efficient Diffusion Framework
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Easy Deploy an Detection System with YOLO
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Active Development
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Programming Languages
AI/ML & Deep Learning
Model Training & Optimization
Inference & Deployment
Agent Systems & Frameworks
Databases & Storage
- Designed and implemented multi-agent chatbot systems using LangGraph and custom MCP tools
- Built RAG-based workflows with structured data retrieval and reasoning
- Developed workflow orchestration with Windmill for agent communication
- Fine-tuned DeepSeek-R1 8B on 16GB GPU with LoRA optimization
- Deployed models via VLLM achieving 59 TPS inference on RTX 5090
- Converted Stable Diffusion Inpainting to TensorRT + Triton (6s/image generation)
- Collected and preprocessed 20k+ PPE images from industrial environments
- Trained YOLOv8 detection model achieving 0.95 mAP@50
- Improving model evaluation and benchmarking workflows
- Building lightweight utilities for rapid ML prototyping
- Exploring advanced inference optimization techniques
- Contributing to open-source ML communities
- Multi-agent systems & LLM applications
