OUR WORK
Different challenges.
The same care.
AI automation, computer vision, and custom software in the real world. Explore the thinking, engineering, and outcomes behind our work.
Real projects delivered by the AXIS founder as an independent engineer, before the agency. Client identities are kept confidential.
11 projects across AI, vision, and software
Visa & immigration services / Eastern Europe
Visa Application Automation
- Problem
- Agents retyped passport and document data into multiple application forms. A single typo could delay or derail an application.
- What we built
- Passport and document extraction that prepares visa forms automatically, leaving staff to review instead of retype.
- Result
- 20 to 30 minutes saved per application
Illustration at $20 per person-hour. Application volume is not assumed. Before project and running costs.
Owner-reported project results.
Car wash & mobile services / GCC
WhatsApp & Instagram Booking Automation
- Problem
- Staff manually handled bookings, pricing questions, and payment screenshots across WhatsApp and Instagram. Replies slowed outside working hours.
- What we built
- A connected booking and FAQ system with customer records, distance-based pricing, and payment-proof extraction.
- Result
- Around 12 hours saved per week in operations
Illustration at $20 per person-hour, assuming the reported weekly workload continues for 52 weeks. Before project and running costs.
Owner-reported project results.

Gaming / Western Europe
Real-time Dice CV
- Problem
- Real-world dice rolls needed to be read fairly and verified before affecting the game.
- What we built
- A computer vision pipeline that detects, tracks, and reads dice rolls in real time, sending verified results straight to a Unity game server.
- Result
- Verified dice recognition in under 3 seconds
Owner-reported project results.

Media Automation / Eastern Europe
News Autoposter
- Problem
- Keeping a news channel fresh meant manually finding, summarizing, and posting stories.
- What we built
- An autonomous pipeline that collects, summarizes, enriches, and posts news to Telegram, with an LLM handling relevance filtering.
- Result
- Low-maintenance operation with automatic recovery

Sports / Gaming / Eurasia
Backgammon Validator
- Problem
- Checking every move in recorded backgammon matches by eye was slow and unreliable.
- What we built
- A deterministic rule engine that validates backgammon move legality from computer-vision input and exports games to XG format.
- Result
- Deterministic rule checks for recorded moves

Streaming / Entertainment / USA
Live AI Responder
- Problem
- Stable, voice-enabled responses for live audiences across languages.
- What we built
- A bot that replies to live-stream comments in real time using natural-language generation and multilingual text-to-speech.
- Result
- Stable message parsing under live load

E-commerce / Retail / Eastern Europe
Auto Parts Extension
- Problem
- Staff switched between tabs and systems to look up parts while serving customers.
- What we built
- A browser extension that surfaces automotive part data directly inside employees' existing workflow.
- Result
- Around 10 minutes saved per lookup, about 2 hours per day
Illustration at $20 per person-hour and 260 working days per year. Before project and running costs.
Owner-reported project results.

Media Automation / Brazil
Portuguese RSS Summarizer
- Problem
- A cost-efficient, multilingual RSS-to-Telegram automation.
- What we built
- A pipeline that turns Portuguese-language news feeds into optimized, cost-efficient Telegram posts via LLM summarization.
- Result
- Scheduled model usage to control processing cost

Beauty & commerce / USA
Virtual Try-on Assistant
- Problem
- Connect an existing SDK-based try-on experience to product-aware conversational intelligence.
- What we built
- An AI backend and vector search layer connecting a virtual beauty try-on experience with conversational product recommendations.
- Result
- A product-aware backend for virtual try-on

Employee wellness / Europe
Wellness AI Assistant
- Problem
- Help employees find applicable benefits through supportive, policy-grounded conversations.
- What we built
- A retrieval-based assistant helping employees navigate company wellness benefits and launch relevant platform scenarios.
- Result
- Policy-grounded answers and benefits navigation

Healthcare operations / Confidential
Call Data Extraction
- Problem
- Extract appointment details from calls while making uncertain output visible for review.
- What we built
- An AI workflow turning appointment call recordings into structured fields, with narrowed context, controlled retries, and manual review.
- Result
- A staged transcription and extraction workflow
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