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Rayan FarhanRF
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Rayan Farhan

@rayanfarhan

AI Engineer at Folio3 building production RAG pipelines, Azure-based agentic AI, and enterprise AI features.

Pakistan
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At Folio3, I engineer Workspace applications for enterprise clients including PepsiCo, Lenovo, Visa, American Express and Capital Group. My work includes feature implementation, UI integration, bookings automation and performance optimization.

For EcoDocs, I built and deployed FastAPI backend services with RAG pipelines, LLM-powered chatbots and agentic AI systems leveraging Azure Foundry. I also developed document ingestion, embedding pipelines and semantic search for intelligent automation and real-time user interactions.

Earlier, I developed YOLOv8 computer-vision solutions for sports analytics at Digital Advancement & Research Corporation and designed an audio and video transcription MVP at Revotic AI. In my projects, I built an enterprise multimodal RAG platform with retrieval evaluation and a CI regression gate, and deployed a multi-agent RFP strategy engine on Azure.

Experience

Work history, roles, and key accomplishments

Folio3 logoFO
Current

Software Engineer

Folio3

Nov 2025 - Present (1 year)

Engineered and contributed to development for Workspace applications for enterprise clients including PepsiCo, Lenovo, Visa, American Express and Capital Group, focusing on feature implementation, UI integration, bookings automation, and performance optimization. Built and deployed scalable backend services using FastAPI Python for EcoDocs (AgTech domain), implementing RAG pipelines, LLM-powered c

DC

AI Engineer

Digital Advancement & Research Corporation

Apr 2025 - Nov 2025 (7 months)

Developed computer-vision solutions for sports analytics using YOLOv8 and RoboFlow, handling EDA, data preprocessing, model training, and performance tuning for object detection and action classification. Collaborated and played a major engineering role in building a SaaS-based project management platform, architected with Python (FastAPI) backend, PostgreSQL, and Redis.

Education

Degrees, certifications, and relevant coursework

AC

Alpha College

Cambridge International A Levels, General Studies

Completed Cambridge International A Levels.

FAST National University of Computer and Emerging Sciences (NUCES) logoFN

FAST National University of Computer and Emerging Sciences (NUCES)

Bachelor of Science, Artificial Intelligence

Pursuing a Bachelor of Science in Artificial Intelligence.

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