Cases

Each case is a real brief — with product logic, scope, and what actually worked after launch

All

The full selected work set

Magnum HR Agent

An AI HR agent for Magnum, Kazakhstan's largest retail chain: high-volume candidate screening right in WhatsApp and nearest-location matching.

Built: Conversational agent, admin panel, knowledge ingestion, eligibility logic, age logic, notification flows.
Stack: Internal HR systems · Infobip · WhatsApp · Multilingual LLM

View case

AI Platform · EdTech

LiftEd

An AI platform for education: it builds a knowledge map and finds gaps. Advanced analytics for everyone involved. Already ~500 paying teachers and ~20,000 students.

Built: Work checking, gap diagnostics, knowledge map, adaptive practice, school analytics, and role-based product flows.
Stack: Knowledge map · LLM grading · Adaptive engine · Advanced analytics

View case

AI CRM · RAG · US market

AI CRM

An AI CRM for a US car-dealership network: cars, service, orders, and part compatibility. The whole value is in retrieval and ranking quality.

Built: Multi-source retrieval pipeline, multi-stage ranking system, automatic query processing.
Stack: Hybrid search · Reranking · HyDE · Agentic RAG

View case

AI Infrastructure · Telegram Mini-App · Events

Kaizen Club · TheNext

AI infrastructure for Margulan Seisembai's business summit in Abu Dhabi — one Telegram Mini-App: tickets, entry, networking, AI avatars, and business diagnostics.

Built: Telegram Mini-App, sales bot, QR access and smart seating, Kai Tinder networking, AI business diagnostic with PDF, interactive AI avatars, AI talk recaps, custom admin panel.
Stack: Telegram Mini-App · Telegram Bot · HeyGen · ElevenLabs · Multi-LLM · Stripe + TipTopPay + PayForm · Bitrix CRM

View case

Product · Forecasts · MVP

jua.ai

An MVP web product for jua.ai (weather forecasts): maps, charts, alerts, and customer access. Built directly with the founder — the version the team showed ahead of a ~$2.5M round.

Built: Web app, forecast interface, interactive maps, charts, alerts, authentication, API access, and AWS infrastructure.
Stack: Web app · Forecast UI · Alerts · Auth · AWS

View case

AI Agent · Events · Participant Support

Almaty Marathon

An AI support agent for Kazakhstan's largest marathon: ~2,130 participant conversations, 9 in 10 resolved by the agent, the rest handed to a human.

Built: Support agent, event rules ingestion, policy updates, QR and pack-pickup flows, escalation logic.
Stack: LLM agent · Knowledge ingestion · Escalation routing

View case

AI Assistant · Internal Knowledge · Enterprise

Olzhas — Magnum Knowledge Base

An internal AI assistant for Magnum employees: ask a question in plain language, get an answer pulled from the company knowledge base.

Built: Conversational assistant, RAG pipeline over internal knowledge, admin panel for the operations team, onboarding flows.
Stack: Python backend · RAG · Multilingual LLM · Admin panel

View case

Internal Comms · LMS Integration · Enterprise

Magnum Notifications & LMS

Internal notification platform for Magnum: training reminders pulled from the LMS, plus targeted corporate broadcasts to specific stores, departments and offices.

Built: LMS sync, training notifications on Telegram and WhatsApp, escalation to managers, admin panel for segmented broadcasts.
Stack: Python backend · Telegram · WhatsApp · LMS integration (Moko, Magnum Space) · Admin panel

View case

AI blog · Reels · Personal brand

How I grow an AI blog with Reels

A personal Instagram blog about AI, where the evidence is my own growth: trend timing, AI video experiments, and followers coming from viral Reels.

Built: Trend research, personal concepts, AI-video execution, hooks, captions, publishing choices, and analysis of which videos turn views into followers.
Stack: Instagram Reels · AI video · Trend spotting · Personal brand

View case

AI video · Character design · Kids content

Yagusha AI Artist

A character-first AI video case for a children's cartoon: from a singing present-chest start to a fairy-tale cast, a classic scary Baba Yaga, and finally the young Yagusha design.

Built: Character direction, reference pack, AI image and video workflow, a new song, and a 1:41 pilot clip around the Yagusha character.
Stack: AI video · Image generation · Character bible · Storyboard workflow

View case

Product · Gamification · Telegram Mini-App

Kaizen Coin

A business club's internal currency as a Telegram Mini-App: photo-proof challenges, a leaderboard, a rewards catalog, and an admin panel with a full operations log.

Built: A Mini-App with balances and bingo challenges, a leaderboard, a rewards catalog, transaction history, and an admin panel for manual accruals.
Stack: Telegram Mini-App · Brandbook design · Operations audit

View case

AI Product · Mobile · Computer Vision

DreamBody.ai

An AI product with a mobile experience and computer vision at the center of the user workflow.

Built: Product interface, AI scenarios, user flows, and engineering around the model.
Stack: Mobile AI product · Computer vision · Product engineering

View case

Operations · Supplier Onboarding

Compass

A supplier onboarding workflow for Compass, focused on moving operational steps out of scattered manual coordination.

Built: Structured onboarding flow, internal workflow logic, status handling, and operator-facing product surfaces.
Stack: Workflow product · Internal tools · Operations

View case

AI Product · Marketplace Operations

sellerbox.ai

An AI product for seller workflows, built around marketplace operations and practical business automation.

Built: Product flows, AI-assisted scenarios, operational logic, and user-facing product surfaces.
Stack: AI product · Operations · Product engineering

View case

AI Product · Marketing Workflow

SMM.art

An AI product for marketing and content workflows, designed around repeatable creation and review steps.

Built: AI-assisted content flows, product interface, generation workflow, and review-oriented UX.
Stack: AI content workflow · Product interface · Automation

View case

AI Product · Comics Generation

PocketFM Comics Generator

An AI-assisted comics generation workflow for turning story material into structured visual production steps.

Built: Generation workflow, prompt and review steps, production-oriented interface, and output handling.
Stack: AI generation workflow · Creative tooling · Product interface

View case

AI Product · Story Generation

Fairytale Generator

An AI story generation product for creating fairytales through a guided, user-facing flow.

Built: Story generation flow, product interface, prompt structure, review steps, and output presentation.
Stack: AI story generation · Product UX · Creative tooling

View case

Corporate AI training · Kazakhstan

Kazatomprom AI Training

A two-day applied AI program for Kazatomprom teams: ChatGPT basics, meeting analysis, business writing, reporting anomalies, counterparty checks, sanctions risks, and transaction analysis.

Built: Workshop program, practical prompts, meeting and document workflows, and applied finance, procurement, and risk scenarios.
Stack: ChatGPT · Prompt engineering · Meeting intelligence · Risk analysis

View case

Energy · Corporate AI briefing

KEGOC AI Training

An AI briefing for KEGOC on generative AI, ChatGPT, productivity, infrastructure monitoring, grid optimization, and practical use inside an energy company.

Built: Training deck, executive examples, ChatGPT demonstrations, and energy-sector AI scenarios.
Stack: Generative AI · ChatGPT · Energy analytics · Infrastructure monitoring

View case

AI basics · 2024 workshop

Astana Group AI Training

A 2024 foundations workshop for Astana Group, built at the point when generative AI had moved from headlines into boardroom questions, but most teams still needed a practical way to use it at work.

Built: A live AI literacy program: the evolution of generative models, ChatGPT, prompt structure, business writing, meeting summaries, document work, ideation, verification habits, and first use-case mapping.
Stack: ChatGPT · Generative AI · Prompt design · AI literacy · Business workflows

View case

AI basics · Leadership briefing

Kusto Group AI Training

A 2024 AI foundations session for Kusto Group leaders: a calm, business-first briefing on what generative AI can support, what it cannot own, and how to start without confusing a demo with implementation.

Built: Leadership-oriented AI training: ChatGPT fundamentals, prompt logic, model limits, verification habits, business scenarios, adoption choices, and the first decision map for responsible use.
Stack: ChatGPT · Generative AI · Prompt design · Leadership briefing · AI adoption

View case

CEO workflow · AI talk

Parasat Business Club AI Talk

A May 22, 2026 talk for Parasat Business Club about AI as a CEO working layer: idea pressure-tests, financial thinking, messy inputs, company knowledge, agents, and sharper tasks for a team.

Built: A 60-minute executive talk built from a practical owner workflow: AI as thinking partner, finance analyst, knowledge layer, agent interface, implementation filter, and use-case canvas.
Stack: CEO workflow · ChatGPT · Claude · Knowledge bases · AI agents · Use-case canvas

View case