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Irfan M.
@imahmood_ai
Senior AI Engineer specializing in RAG Chatbots and LLM Apps
Pakistan
Urdu, Englisch
Über mich
I build RAG chatbots and AI assistants that answer from your own documents. My background is ML engineering: search and ranking systems, LLM pipelines, and FastAPI backends. My rule for every project is that answers must be accurate, cited, and verifiable. Clean code, clear communication, and honest advice on what your project actually needs.
Kompetenzen
Irfan M.
offline •
Durchschnittliche Antwortzeit: 8 Stunden
Meine Dienstleistungen
KI-Websites & -Software
I will build rag chatbot that answers questions from your company documents
Portfolio
Arbeitserfahrung
Graduate Research Engineer
Digital Agency • Vollzeit
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.
