
Irfan M.
Senior AI Engineer specializing in RAG Chatbots and LLM Apps
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Portfolio
Expérience professionnelle
Graduate Research Engineer
Digital Agency • Temps plein
May 2024 - Jul 2026 • 2 yrs 2 mos
• Shipped a voice-RAG production assistant for the Skoltech PhD Handbook (now public on GitHub) and built the open-source job-agent LLM pipeline used as a personal application tool. • Maintained a containerized real-time data ingestion and processing pipeline on a Raspberry Pi edge gateway with Docker, supporting 3 concurrent lab projects.
Huawei R&D Center
Huawei
May 2025 - Dec 2025 • 7 mos
• Shrank model footprint for embedded targets while preserving task accuracy by applying PyTorch post training quantization and structured pruning under hard energy, latency, and thermal limits. • Moved 4 model prototypes from research notebooks to deployable embedded components across platform, performance, and customer-engineering teams. • Verified ML and signal-processing pipelines in C, C++, and Python against measured RF and sensor data under interference and hardware non-idealities.