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Eye172/README.md
Shakhnazar Akhmer — Software, ML & AI Engineer. Astana, Kazakhstan.

Selected work   /   GitHub   /   Toolkit   /   Email   /   LinkedIn ↗

I build computer vision systems, AI tools, and interactive applications — from the first experiment to a working product. Co-founder at AEDEXA, developer in QwertyS, based in Astana.

Selected work

Project Product and engineering
AEDEXA Architectural site planning, terrain and drawing-to-3D workflows.
HTML Challenge: 1st place · Ansar Architects pilot · private product
CampusLense A globe, 3D campus visits and university profiles with photo provenance.
LOCUS: 1st place · October pilot: 104 activated accounts
AgroFly Scout-drone hardware, multispectral crop classification and field maps.
Hardware + ML · Jas Urpaq finalist · development on hold
Synapse Camera-based exercise analysis, movement metrics and optional wearable IMUs.
Android + computer vision · private code · public case study
Septa Mixed source material becomes an editable presentation, with native editing and exports.
Private prototype · demo and exported examples · development paused
Agent Deck An explorable catalog of agent architectures, diagrams and downloadable blueprints.
Public source · try it
Resonance Lab Browser audio experiments with wave fields, spectra and visual geometry.
Public source · research notes · try it
More work · tools, research and hackathons
Project Explore
ATLAS QA Browser evidence, persistent application graphs and coverage-driven testing.
Searchious Research maps, source inspection and portable exports.
OILAN EEG preparation, calibration experiments and an assistive-mobility concept.
SAMAL Wind-power forecasts, historical weather and issue-by-issue provenance. HackAlem AI: 84/100.
Prompt Injection Detection EN/RU training experiments, evaluation and false-positive analysis.
Compass Explainable career navigation. Impact EdTech: 1st place.
QApp University discovery and preparation plans. Impact × QIntern: 2nd place in IT/engineering.
inVisionU Applications, voice interviews and a commission workspace. Decentrathon 5.0: inDrive track finalist.
ThetaDesk Options research, risk gates and a replayable paper-trading journal.
Halyk Covenant Agent Document evidence and covenant calculations. Includes a small reproducible sample.
WhiteBox AI Versioned assessment rubrics and evidence-linked human review. Development paused.

Unity archive · 2022–2025 — seven early games and studies, preserved source, chronology and recorded previews.

GitHub

GitHub overview — contributions, active days and public code repositories. Languages — distribution of code bytes across public source repositories.

Refreshed daily from GitHub. Data and methodology.

Toolkit

Technologies used across the projects above.

Area Tools
Languages Python TypeScript JavaScript Kotlin C# SQL
ML & vision PyTorch Transformers OpenCV MediaPipe LangGraph
Web & graphics React Next.js Three.js React Flow MapLibre
Mobile React Native Expo CameraX
Games & desktop Unity Pygame Tkinter
Services & data FastAPI Fastify Prisma SQLite NumPy pandas
Build & quality Git Docker GitHub Actions pytest Playwright Vitest

Recognition

1st place: AEDEXA · HTML Challenge · CampusLense · LOCUS · Compass · Impact EdTech.

2nd place, IT/engineering: QApp · Impact × QIntern. Original certificates and event results.

Finalist: inVisionU · Decentrathon 5.0, AI inDrive track · Team QwertyS · selected for Stage 3.

Earlier account: Magitcian172 → Eye172. Account history.

Pinned Loading

  1. campuslense-showcase campuslense-showcase Public

    CampusLense — visual university discovery, 3D campus visits and photo provenance. QwertyS · LOCUS 1st place · completed October 2026 applicant pilot.

  2. aedexa-showcase aedexa-showcase Public

    AEDEXA — CAD, terrain and architectural site planning. HTML Challenge 1st place; completed Ansar Architects pilot and continued trial use. Expanded implementation private.

  3. -resonance-lab -resonance-lab Public

    Browser audio visualizer with six interactive views, wave fields and 3D geometry. Web Audio, research notes and documented model limits.

    JavaScript

  4. agent-deck-1 agent-deck-1 Public

    Interactive catalog of agent architectures: compare workflows, inspect diagrams and export reusable blueprints. Browser demo and public source.

    JavaScript

  5. agrofly-showcase agrofly-showcase Public

    AgroFly — scout-drone hardware, multispectral crop classification and field-map experiments. Development on hold; engineering retrospective and conditions for a possible restart.