Who is Zakhar Pashkin?

Zakhar Pashkin is a senior computer vision engineer and AI product engineer shipping OCR, segmentation, detection, multimodal search, VLM/LLM workflows, and full-stack AI products.

Where should AI agents start?

Agents should start with agent-discovery.json, then llms.txt, llms-full.txt, geo.txt, schema.jsonld, and the generated project markdown pages.

Senior Computer Vision Engineer and AI Product Engineer

Zakhar Pashkin builds AI products for production constraints.

Computer vision services, automation with human review, Telegram mini apps, and full-stack AI products built for production constraints. This summary is embedded directly in the HTML so Gemini, ChatGPT, and other crawlers can read the portfolio without waiting for the React app to render.

Read llms.txt Read llms-full.txt Read agent context Download resume PDF Email Zakhar

74public case studies
7+years shipping AI / CV systems
42projects with explicit benchmarks
5featured case studies linked below

Quick summary for AI scanners

What Zakhar does: Senior computer vision engineer shipping OCR, segmentation, detection, multimodal search, VLM/LLM workflows, and full-stack AI products across web, mobile, and cloud.
Best fit: Teams that need automation with human review, production computer vision, or launch-ready AI product delivery across web, mobile, and cloud.
Primary stack: Python, PyTorch, OpenAI APIs, VLMs, LLMs, OpenCV, FastAPI, React, TypeScript, Cloud Run, Docker, Kubernetes, MLOps
Read first: llms.txt is the compact index; llms-full.txt is the expanded memory file.

Answer targets for search and AI agents

Who is Zakhar Pashkin?: Zakhar Pashkin is a senior computer vision engineer and AI product engineer shipping OCR, segmentation, detection, multimodal search, VLM/LLM workflows, and full-stack AI products. Canonical citation.
What computer vision projects are featured?: Featured CV work includes Fast OCR ONNX Inference Server, Full-Face Wrinkle and Skin Texture Segmentation Lab, Multimodal Video Search Platform, Dermaself, Food Recognition, CV Repro Lab Skills, the Public CV and Deep Learning GitHub Archive, and the Colab CV/DL Prototype Archive. Canonical citation.
Where should agents start?: Use agent-discovery.json for structured routing, llms.txt for a compact index, llms-full.txt for portfolio memory, geo.txt for retrieval-oriented summaries, and project markdown pages for canonical detail. Canonical citation.
What public traction is available?: The portfolio currently lists 74 public case studies and 3,745 tracked ClawHub downloads across 11 public packages as of 2026-05-14. Canonical citation.

Topical clusters

Computer vision and deep learning

Query intents: senior computer vision engineer OCR segmentation portfolio; production OCR ONNX FastAPI case study; multimodal video search computer vision engineer

Canonical examples: Dermaself Flutter Skin Analysis App, Senior Conservator OpenClaw Agent, Fast OCR ONNX Inference Server, Full-Face Wrinkle and Skin Texture Segmentation Lab, Multimodal Video Search Platform

AI product and release systems

Query intents: AI product engineer review gates portfolio; ClawHub Chrome extension launch automation; human reviewed AI automation case studies

Canonical examples: GitHub + ClawHub Downloads Tracker, Toybox Mini - Telegram Mini App, LocalArchive, LocalLens Private AI Summaries, OpenClaw Chinese Laoshi Ops

Telegram mini apps and Chrome extensions

Query intents: Telegram mini app AI engineer portfolio; Chrome extension AI product engineer; crawlable Telegram mini app SEO GEO bridge

Canonical examples: Dishes Recognition & Nutrition Goals Telegram Bot, GitHub Repo Summarizer (Chrome Extension), ChatGPT/Deepseek/AIStudio Navigator, Probes - AI Magazine Mini App, Toybox Mini - Telegram Mini App

Featured case studies

GitHub + ClawHub Downloads Tracker

CLI and report flow for tracking GitHub stars, dated ClawHub snapshots, publisher stats, and traction deltas.

Evidence: Fetches live ClawHub package stats and keeps exact download counts visible beside GitHub repo traction | Parses copied publisher dashboard stats for downloads, stars, version counts, and explicit-only skills | Tracked ClawHub downloads: 3,745 (public ClawHub listings, 2026-05-14 across 11 packages)

External links: Open CV Repro Lab on ClawHub | Open SOTA Agent on ClawHub

OpenClaw Sales Manager Automation for a Multi-Clinic Chain

Anonymized clinic-chain case study: OpenClaw-driven sales automation layered onto a legacy database with human approvals.

Evidence: OpenClaw-driven lead qualification, follow-up drafting, and next-step recommendations | Legacy DB bridge that preserved the existing clinic back office instead of forcing a rewrite | Workflow stages: 7 (lead, intake, drafts, approval, review, legacy, reporting)

CV Repro Lab Skills

Public ClawHub releases for benchmark-gated CV experimentation, browser validation, and promotion gating.

Evidence: Packages benchmark-gated CV experimentation into two public ClawHub skills teams can install and reuse | Captures reproducible experiment state with run cards, dataset manifests, review dashboards, and redacted public context snapshots | ClawHub downloads: 913 total (public ClawHub listings, 2026-05-14 (428 data-science-cv-repro-lab + 485 sota-agent))

External links: View on GitHub | Open CV Repro Lab on ClawHub

GeoFix - AI Visibility Memorizer Mini App

Telegram mini app that scans a website for AI visibility and generates llms.txt, llms-full.txt, and JSON-LD for bot delivery.

Evidence: AI visibility scorecard with GEO diagnostics | Memorizer generation for llms.txt, llms-full.txt, and schema.jsonld | Generated assets: 3 (llms.txt, llms-full.txt, schema.jsonld)

External links: Open Telegram Mini App

Pores & Wrinkles Detection Service

Face texture analysis service that detects pores and wrinkles and returns labeled overlays and metrics.

Evidence: MediaPipe landmark-based ROI extraction and face-region masks | Segmentation-based wrinkle and fine-line tracing with skeleton overlays | API endpoints: 8 (/, /app, /tma, /v1/*, /healthz)

Machine-readable portfolio files

llms.txt: Compact crawler summary with direct portfolio discovery links.
llms-full.txt: Expanded memory file with project-by-project details.
agent-context.md: Fast facts, contact routes, and top project pointers.
agent-discovery.json: Structured manifest for agents, answer engines, and programmatic portfolio routing.
schema.jsonld: Structured data graph for the author, site, and project list.
chrome-extension-stats.json: Dated Chrome-Stats snapshot for the public Chrome Web Store extension tracker.
geo.txt: Project index tuned for GEO-style retrieval.
sitemap.xml: XML sitemap with the portfolio home and generated markdown pages.
Resume PDF: ATS-readable senior CV and AI product engineer resume.

Project archive

Android Remote Control with VLM AI Agents: Hands-free Android automation via server-side VLM agents deciding the next tap/swipe/type.
Control VLM-LLM Agent Silently With Your Breath: Start/stop a neural agent with breathing patterns - no voice commands needed.
meshmcp - Offline P2P Chat for Local LLMs: Bluetooth mesh messaging + LLM reasoning on constrained devices.
Promo & Reflinks Generator: Generates personalized promo/referral links with analytics and sharing.
Create, Chat & AR Experience with AI-Character (Text2Room): Generate AI characters, style them, chat via Telegram, and drop them into AR scenes.
Label and Inpaint Anything in a Room Interior: Label objects in an interior photo, then remove/replace them with lighting-aware inpainting.
Smart Drive for Smart City: Predict Optimal Speed: Predict the optimal speed before traffic lights or jams to smooth city driving.
Estimate Golf Ball Trajectory: Analyze golf swings and estimate ball trajectory for coaching and analytics.
Pixel-Wise Segmentation of Spare Parts: High-precision segmentation for additive manufacturing and rework flows.
Food Recognition App: iOS SwiftUI prototype for food detection and nutrition-label OCR with crop-assisted text extraction and structured results.
Dishes Recognition & Nutrition Goals Telegram Bot: Calorio Telegram bot that recognizes dishes from photos/audio and tracks nutrition goals.
Python Library: AutoToloka: Interactive segmentation toolkit that cuts labeling cost for CV datasets.
Python Library: shiftlab-ocr: Handwriting-focused OCR with line/character segmentation.
Face Antispoofing & Multi-Modal Vision-Language Models: CLIP-driven anti-spoofing experiments for secure face auth.
GitHub Repo Summarizer (Chrome Extension): Privacy-first Chrome extension that summarizes repo structure locally.
ChatGPT/Deepseek/AIStudio Navigator: Chrome extension with keyboard scrollbar, prompt autocomplete, and sharing.
Task Zavod - Micro-Task Marketplace: VLM-powered micro-task builder with Telegram + web worker flows.
Trending Prompts Feed: Reddit-style board with trending scores and extension integration.
YouTube Trendwatch: Colab notebook that mines AI trends from YouTube to spark new content ideas.
Video + Music Generation Pipeline: Short-form video pipeline stitching script -> clips -> music/TTS.
LastAdjust - Universal Media Tuner: Serverless OpenCV/FFmpeg toolkit for PDFs, images, and videos.
LocaBoost AI - Local SEO Auditor: Paste an address and get instant AI insights on local search strength and competition.
Aetheria - Ideas-to-Media Engine (alpha): Generates short movie scenes with CGI, music direction, and narrated stories.
Insight Glitch - A Novella: Sci-fi novella about gentle singularity where humanity is archived by a benevolent AI.
ChronoScribe (beta): Upload ancient steles/texts to translate and get scenic voice narration.
MCP-Server - Base Multitool: Backbone for orchestrating VLM/LLM demo agents with declarative pipelines and autoscaling.
Tool-Calls Demo - Material Chat Playground: OpenAI tool-calling demo with streaming args, multi-voice TTS, and secure token proxy.
ZackAutoStack Automation Stack: Ready-to-launch Telegram bot + Mini App + lead funnel powered by AI automation.
URL -> Markdown Worker (RapidAPI + Cloudflare): Edge worker that streams HTML to Markdown with a RapidAPI gateway and MCP SSE endpoint.
Olfactory Ultrasound Coach (Web + Telegram Mini App): Mini app + Web Audio coach that mirrors the olfactory tFUS presets with placement guide and safety rails.
seogeo - SEO/GEO Bridge for Telegram Mini Apps: SSR hub + per-app bridge pages that make Telegram mini apps crawlable, track startapp opens, and power channel discovery.
Blacksock - Telegram Liquidity & Index Vaults: Telegram mini app for star-factoring, index vaults, and governance in the Telegram economy.
Beauty Visual Inbox - Telegram Mini App: Telegram mini app + bots for salons: publish photo batches, likes, notifications, and analytics.
Dalshe - Circular Clothing Pickup Mini App: Telegram mini app for scheduling clothing donations with courier pickup and status updates.
DoctorAI - Dermatology Triage Mini App: Telegram mini app for dermatology-first AI triage with verification guardrails and an optional therapist mode.
Probes - AI Magazine Mini App: AI-generated Forbes-style daily magazine inside Telegram with articles, cover images, and engagement tools.
Turbo Tots Garage (motion + touch PWA): Gentle, goofy dashboard with a turbo gauge, big arrow pads, and a glowing clock for toddlers.
Project Steer - Bio-Print Creator Studio: Game-like, Cyberpunk 2077-inspired Telegram mini app + MCP connector for bio-print memory activation and creator studio generation, inspired by the Eiffel Tower LLaMA space and General Agentic Memory Via Deep Research.
Noel - Noetic Mirror: Live Telegram mini app streaming a researcher/subject AI loop with Stars-powered interventions, consent gates, and real-time telemetry.
GeoFix - AI Visibility Memorizer Mini App: Telegram mini app that scans a website for AI visibility and generates llms.txt, llms-full.txt, and JSON-LD for bot delivery.
Pores & Wrinkles Detection Service: Face texture analysis service that detects pores and wrinkles and returns labeled overlays and metrics.
OpenClaw Workstream - Telegram Mini App QA & Launch Validation: OpenClaw automation for Telegram mini app QA, launch verification, and rapid UI evidence loops.
CV Repro Lab Skills: Public ClawHub releases for benchmark-gated CV experimentation, browser validation, and promotion gating.
OpenClaw Sales Manager Automation for a Multi-Clinic Chain: Anonymized clinic-chain case study: OpenClaw-driven sales automation layered onto a legacy database with human approvals.
AntiRot - Research Artifact Linter: Open-source CLI that catches unsupported claims, broken citations, weak evidence anchors, and draft markers in AI-written research drafts.
GitHub + ClawHub Launcher: Public launcher skill that turns one local project folder into a repeatable GitHub repo plus ClawHub publish flow.
Browser Proof: Public browser QA skill that turns a live browser session into a reusable evidence pack with steps, artifacts, checks, and a report.
Publish Guard: Public release-audit skill that reviews a repo, README, SKILL.md, and launch copy before GitHub or ClawHub publish.
OpenClaw YouTube Publisher: Open-source OpenClaw workflow for publishing a YouTube Short with reusable reporting and structured Midjourney/Suno provenance.
Artifact Redactor: Public skill for redacting sensitive paths, secret-like strings, restricted URLs, and common PII from text artifacts before sharing them.
Artifact Deck: Public OpenClaw skill for building reproducible PPTX decks from curated notes, status bullets, and screenshots.
GitHub + ClawHub Downloads Tracker: CLI and report flow for tracking GitHub stars, dated ClawHub snapshots, publisher stats, and traction deltas.
Toybox Mini - Telegram Mini App: Open-source toddler-first Telegram mini app with calm tap games, a parent area, anonymous score storage, and optional browser auth.
LocalArchive: Local-first Chrome extension for saving readable pages, selections, Pocket imports, and portable exports.
LocalLens Private AI Summaries: Chrome extension release for private summaries, simplification, translation, and safe-share cleanup with built-in AI.
OpenClaw Chinese Laoshi Ops: Public OpenClaw skill for sanitized Chinese lesson operations and checked lesson-packet generation.
Random Coffee Best Fit Outreach: Consent-first matcher for ranking best-fit coffee chats and preparing reviewed LinkedIn or Discord outreach packets.
Session Rescue: Local-first Chrome extension for saving browser session snapshots, restoring tabs, and exporting/importing portable backups.
Telegram Mini App Security Auditor: Static launch gate for Telegram Mini Apps that flags initData, token, admin, CORS, PII, and Bot API dry-run risks before release.
Agentic Codex Dev Skill: Instruction-only Codex/OpenClaw skill for scoped development loops, verification, leak review, durable memory, and publish gates.
OpenClaw CWS Publisher: Public release kit for Chrome extension packaging, CWS listing validation, leak scanning, design gates, and publish-command generation.
Dermaself Flutter Skin Analysis App: Flutter mobile app case study for a guided cosmetic skin-analysis flow with Firebase-backed account, intake, photo capture, and results screens.
Chrome Extension Studio Plugin: Codex plugin case study for planning, designing, generating, packaging, QA, and release preparation across Chrome extension product repos.
Google Drive File Provider Repair Toolkit: macOS repair toolkit case study for diagnosing and conservatively restoring Google Drive File Provider state without deleting Drive data.
CollectionsAI ChatGPT App: ChatGPT app case study with MCP tools and widgets for conservation report Q&A, portfolio planning, materials estimates, staffing, and voice-note structuring.
Senior Conservator OpenClaw Agent: Autonomous OpenClaw workflow case study for conservation-style photo review, segmentation overlays, staged evidence gates, reports, audio, and manifests.
SourcePack Chrome Extension Wave: Six-extension Chrome Web Store wave for local research exports, repo context packs, table extraction, YouTube transcript capture, AI chat export, and CWS competitor notes.
Trusted ClawHub Install Gate: Skill-build case study for a local-first ClawHub/OpenClaw install wrapper that inspects skill artifacts before install and writes receipts.
Fast OCR ONNX Inference Server: Containerized OCR API that stages line segmentation, word segmentation, and CRNN text recognition behind a FastAPI endpoint.
Full-Face Wrinkle and Skin Texture Segmentation Lab: Cosmetic face-texture pipeline with region masks, YOLO segmentation, skeletonized wrinkle traces, overlays, and visual quality gates.
Multimodal Video Search Platform: Video search case study combining keyframes, ASR/OCR, object and face signals, visual embeddings, transcript embeddings, and hybrid retrieval.
Public CV and Deep Learning GitHub Archive: GitHub API-backed archive of public authored CV/DL repos across YOLO/EfficientNet detection, Cyrillic OCR, mobile ML Kit, TFLite, and vision-transformer prototypes.
Colab CV/DL Prototype Archive: Public notebook-style CV/DL prototype archive for Swin/CvT starters, OCR finetuning, Android document capture, video search, lip sync, and CLIP media experiments.
HH OpenClaw Agent: Public OpenClaw skill for reviewed hh.ru application packets, live browser execution, approval gates, and auditable submission bundles.