On AI Lounge since Nov 2026
Serhii Trykhlieb
Member #3,522DeveloperL2Industrial Systems Architect, Independent
Industrial Systems Architect | CNC, SCADA & Custom Machinery
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Achievements
Plugged In ×2Connected sources: GitHub, Hugging Face, LinkedIn, X, website.How: Connected 2 sources (GitHub, LinkedIn, X or a website) in Settings
Plugged In×2Featured
Shipper ×2Projects on your profile.How: Added 5 projects to their profile
Shipper×2
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Pinned projects
Benchmarking intfloat/multilingual-e5-base embedding throughput on CPU and GPU
Running GPT-OSS-120B Q4_K_M on 10x NVIDIA P104-100 8GB over PCIe Gen1 x1 using llama.cpp CUDA multi-GPU layer split.
LoRA training and PPL evaluation on a technical dataset (gold mining, gold extraction, hydrometallurgy, flotation, metallurgy)
domain-adaptationgoldgold-extractiongold-mininghydrometallurgy
Python tools for OCR cleanup, chunk analysis, and RAG preprocessing
Validation of Intra-Prompt Pipeline Scheduling for Multi-GPU Prefill using VLM workloads
About
Industrial Systems Architect | CNC, SCADA & Custom Machinery
