Akyl
Hi, I'm an AI/ML engineer with hands-on experience in generative AI, LLM fine-tuning, and deploying production ML systems.
About
Hi, I’m an AI/ML engineer with hands-on experience in generative AI, LLM fine-tuning, and deploying production ML systems. I’m currently building GenAI solutions, crafting internal tools and pipelines using open-source LLMs (Gemma, LLaMA) to solve real business problems across product and operations teams.
I have a strong Python experience and a proven track record of shipping real products—from custom voice assistants to document classification pipelines. I enjoy turning messy data into robust, production-ready systems, applying evaluation frameworks to maintain quality and reliability, and reducing hallucinations in live GenAI applications. I’m eager to apply engineering rigor to impactful applied ML/AI roles.
- 1 year's experience
- Joined December 2025
Skills· 13
Languages
- EnglishFluent
- RussianFluent
- PolishBeginner
Industry experience
- Software & Internet
- Media & Entertainment
- Professional Services
Work experience
Building internal AI tools and pipelines using open-source LLMs (Gemma, LLaMA) to solve business problems across product and operations teams. Developing RAG-based retrieval systems and prompt engineering workflows to improve response accuracy and reduce hallucinations in production GenAI applications. Fine-tuning models with LoRA/QLoRA on domain-specific datasets; applying evaluation frameworks to ensure output quality and production reliability.
Took Changan X5 PLUS 2025 cars with Chinese-only interfaces and made them usable for Russian speakers — full UI translation plus a voice assistant built from scratch. Replaced the original voice system with Vosk TTS, reducing response time by about 200 ms and improving reliability.
Reviewed 500+ items daily; the rules kept changing but I maintained above 95% accuracy by recognizing patterns and adapting quickly. Coordinated with teammates across EMEA time zones to communicate clearly and stay aligned.
Education
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