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Ailez Aktilek

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

AI Engineer

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

Career

Experience

Machine Learning Engineer

ALCOMARKET KZ

Jan 2024 — Jan 2025

Developed ML solutions to support pricing and inventory decisions: demand elasticity analysis, sales forecasting and estimation of revenue lost to stockouts. Combined sales, pricing and inventory data, engineered features and evaluated predictive models. Translated findings into business insights on price sensitivity, demand trends and product availability.

AI Engineer / Research Engineer

Infiano AI

Jan 2025 — Present

Built multi-agent AI systems for business automation with RAG, tool use and persistent memory. Reduced LLM costs by 5–10× and improved response speed and validation quality. Developed automated evaluation and tuning pipelines to compare models and assess changes. Retrained a neural speech codec to halve its bitrate while improving voice quality and speaker consistency. Researched reinforcement learning, LoRA/QLoRA and custom training objectives; developed a proprietary model-training method.

Education

Engineer-Technologist

M. Auezov South Kazakhstan University

2018 — 2021

Skills

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