Ailez Aktilek

Public profile

Ailez Aktilek

Connected with DSML. This person's Telegram account has been confirmed through DSML Kazakhstan.

@Akty

AI Engineer

Open to opportunities
Python
AI Engineering
LLMs

AI Engineer focused on building LLM-based products, multi-agent systems, RAG, evaluation pipelines, memory architectures, and applied AI research for business automation.

Astana, Kazakhstan

Career

Experience, skills, projects, and achievements.

Open to opportunities

AI Engineer

Skills

PythonAI EngineeringLLMsPrompt EngineeringMulti-Agent SystemsRAGLLM EvaluationTool CallingFine-TuningMachine LearningPyTorchSQLFastAPIDockerApplied AI Research

Experience

Machine Learning Engineer

ALCOMARKET KZ

Jan 2024Jan 2025

• Built ML workflows for 4 retail analytics use cases: pricing, demand elasticity, Run Rate forecasting, and Out-of-Stock loss estimation. • Supported pricing and inventory decisions by preparing sales, pricing, stock, and product datasets, engineering features, evaluating models, and translating outputs into business-readable insights. • Analyzed sales trends, price sensitivity, and stock-gap losses to help business teams identify pricing and inventory optimization opportunities.

AI Engineer / Research Engineer

Infiano AI

Jan 2025Present

• Contributed to 7 AI projects and 12 demos for business automation by designing LLM-based agent workflows, retrieval flows, memory components, moderation logic, and model-configuration strategies. • Reduced LLM usage cost from several percent to up to 5-10x in selected workflows by combining model selection, prompt/context optimization, caching-aware design, RAG-based context reduction, and research-driven cost strategies. • Designed production-oriented multi-agent workflows with up to ~30 agents by defining tool schemas, memory/RAG/moderation/evaluator flows, config patching, async triggers,