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zack-dev-cm/README.md

Zakhar Pashkin — Applied machine learning

ML engineer · computer vision, document AI & developer tools

Portfolio · LinkedIn · Email

Open-source contributions

  • Neuralink · datarepo — Prevents lost query rows, fixes generated filters and makes setup reproducible. 5 merged PRs; 1 open PR · #68 #67 #57 #58 #59 #73 (open)
  • Tesla · Camera Kit — Fixes Android scan accuracy, resource leaks and camera reuse. 4 open PRs · #812 #813 #817 #816
  • Unidata · netCDF4 — Preserves array dimensions when scientific-data selections are empty. 1 open PR · #1499 · Interactive shape lesson
  • UNSW · Nempy — Corrects battery dispatch inputs and prevents Linux solver crashes. 2 open PRs · #43 #44
  • pydicom · Display lookup tables — Prevents integer overflow when mapping pixel values through display lookup tables. 1 open PR · #2378 · Playable lookup example
  • pydicom · Pixel encoding — Preserves one-bit image pixels during compression. 1 open PR; contributor branch · #1
  • Unitree Robotics · Teleoperation & SDK — Repairs teleoperation stop calls and documents DDS security. 2 open PRs · #310 #34
  • OpenClaw · ClawPatch — Fixes crawler access and adds website checks. 1 merged PR · #95
  • Keras · Examples — Adds missing setup dependencies for a documentation example. 1 merged PR · #520
  • Toloka · Python SDK — Fixes the pool analytics code example. 1 merged PR · #55

Status checked 25 September 2026.

I build computer-vision and document-processing systems, maintain Calorio, and publish tools for model profiling and reproducible experiments. Document AI

Packages & tools

  • Agnitra — Python SDK and CLI for model profiling, runtime telemetry and inference optimization. PyPI release · Engineering notes
  • CV Repro Lab — Reproducible computer-vision experiments across Colab, Kaggle and GPU VMs, with benchmarks and reviewable run artifacts. Source & examples
  • Artifact Redactor — Redacts sensitive text patterns from logs, Markdown and JSON; flags unsupported files for review. Source & examples
  • Vehicle Lab — Open-source notebook for CAD inspection, design revisions and recorded simulation.

Maintained service

Calorio — AI meal logging in Telegram

I built and maintain a service that helps people keep a food diary using meal photos, voice messages and text. I handle multimodal recognition, the logging workflow, deployment and technical support.

Try the bot · Engineering case study

Selected experience

  • Carb Manager — Shipped food recognition and nutrition-label extraction across cloud, iOS and Android.
  • CFT — Built financial-document recognition models, assisted annotation and mobile meter-recognition workflows.
  • Dermaself — Developed guided capture, pore and wrinkle segmentation, and mobile/API integration for cosmetic skin analysis. Case study
  • Video search — Delivered ASR/OCR pipeline upgrades and Qdrant retrieval combining BM25 with dense embeddings. Case study

Full experience in the resume

Research in progress

  • LigninQC — Literature-discovery and evidence-audit tooling for computational lignin research, with source provenance and publication-version grouping.
  • Engineering analysis — Professional experience with computer vision for engineering drawings and 3D geometry; private company R&D.

Tools I work with

  • ML & vision: Python · PyTorch · OpenCV · OpenMMLab · ONNX Runtime
  • Systems: FastAPI · PostgreSQL · Qdrant · Docker · GCP · ClearML
  • Mobile: Flutter · Dart · C++

Pinned Loading

  1. agentic-cv-repro-lab-skill agentic-cv-repro-lab-skill Public

    Public OpenClaw skills for benchmark-gated CV experimentation and SOTA campaigns across Colab, Kaggle, and GPU VMs.

    Python

  2. artifact-deck artifact-deck Public

    Generate reproducible PPTX decks from project notes, status bullets, and screenshots.

    Python

  3. artifact-redactor artifact-redactor Public

    Redact private paths, secret-like strings, private URLs, and common PII from text artifacts before sharing them.

    Python

  4. locallens-private-ai-summaries locallens-private-ai-summaries Public

    Chrome extension for local summaries, simplification, translation, and safe-share cleanup with Chrome built-in AI.

    Python

  5. zack-dev-cm.github.io zack-dev-cm.github.io Public

    Applied ML portfolio of Zakhar Pashkin: computer vision, document AI, agentic systems, maintained services, and released ML tools.

    HTML