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GlebVoronkov03/README.md

Gleb Voronkov

ML Engineer · LLM/RAG · 3D Computer Vision · Acoustic DSP
Moscow · Portfolio · Telegram @Gleb_Voronkov · glebvoronkov03@gmail.com

I ship research systems into usable tools: local RAG assistants, multi-agent orchestration, an original 3D quality metric, and acoustic/ANC DSP labs. Master's student at MTUCI (Media Content Processing Systems).

Featured projects

PLER
PLER - PLER 2.0 full-reference geometric fidelity metric
Portfolio →
RAG
PS Core RAG - local Qwen2.5-7B docs assistant
Portfolio →
ANC
FxLMS ANC Lab - ANC research with measured IR delay
Portfolio →

More work

Repo One-liner
ai-team-orchestrator LangGraph multi-agent team + RAG · page
3d-quality-bench Streamlit multi-metric 3D QA + MOS · page
acoustic-localization ILD/ITD stereo stimulus tester · page
gleb-web-portfolio This site - multipage static portfolio

Stack

LLM / agents - LangChain · LangGraph · Chroma · Ollama · FastAPI
CV / 3D - Open3D · Trimesh · PyTorch · Streamlit
DSP / audio - NumPy · SciPy · WASAPI · PyQt6
MLOps - Docker · Git · Python packaging

Publications & IP

  • PLER: A Novel Full-Reference Metric… (2025) - PLER 2.0 Fibonacci-sphere geometric fidelity · PDF
  • Error analysis of generating 3D models… (Scopus, 2025) - photogrammetry / TrueDepth / LiDAR · PDF
  • Character motion capture for broadcast content (RSCI, 2025) · PDF
  • User assessments of 3D content for XR (Scopus, 2024) · PDF
  • CaT-3D software № 2024682445 (Rospatent, 2024) · Certificate
  • Virtual video studio with AR / ARTCam (Telecom & IT, 2023) · PDF
  • ROI-aware detail reduction (TiVS forum, 2023) · PDF

Full abstracts → Publications page

Experience

Telcore - AI/ML Systems & Solutions Engineer (architecture, RAG, QA generation)
Beeline / VimpelCom - PS Core Engineer, AI & Automation (forecasting, ops tooling)
MTUCI Research - Project Lead ARTCam (motion capture, XR)


Portfolio · GitHub · Telegram

Popular repositories Loading

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  2. Interpolation-and-Approximation-in-Python Interpolation-and-Approximation-in-Python Public

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  3. OBJ_Render-Cpp_OpenGL OBJ_Render-Cpp_OpenGL Public

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  5. Simple-RESTful-API-in-Python-FastAPI Simple-RESTful-API-in-Python-FastAPI Public

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  6. pler-3d-quality pler-3d-quality Public

    PLER: full-reference 3D mesh quality metric (ray-casting + topology + ML perception). Non-commercial research license.

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