i
imahmood_ai

Irfan M.

@imahmood_ai

Senior AI Engineer specializing in RAG Chatbots and LLM Apps

Pakistan
Ourdou, Anglais
Certaines informations sont présentées en anglais.
À propos de moi
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.... Plus d’infos

Compétences

i
imahmood_ai
Irfan M.
hors ligne • 
Temps de réponse moyen de 8 heures

Voir mes services

Sites web IA & Logiciel
I will build rag chatbot that answers questions from your company documents

Portfolio

Expérience professionnelle

Digital_Agency

Graduate Research Engineer

Digital Agency • Temps plein

May 2024 - Jul 20262 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

Huawei R&D Center

Huawei

May 2025 - Dec 20257 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.