Hi, I'm
Arman Seraji
AI Solutions Architect
Designing and scaling next-generation AI systems for enterprise transformation
About Me
From telecom engineering to enterprise AI architecture
I started in telecom at a young age as a BTS field engineer at Huawei Technologies, working hands-on with EDGE and 2G systems. Over time I progressed through 3G to 4G/LTE - leading multi-vendor network transitions, site integration, and performance optimization across live environments.
That foundation in large-scale systems led me to ELSE Corp, where I managed a team of ML engineers and data scientists building AI for fashion design - from computer vision models for garment detection and quality inspection to robotic process automation for manufacturing lines.
At QVC Group, I led multidisciplinary engineering teams across mobile, web, backend, and DevOps. I was an early mover in production AI agents - building and deploying agents with tool use capabilities via LangChain well before agentic AI became mainstream. Initiatives like QLINARISCH (DE) and My Garden Escape (UK) have had AI agents in production for over three years, serving customers with real tool-use orchestration before MCP existed.
Today, as AI Solutions Architect, I design and scale next-generation AI systems that connect transactional retail platforms (SAP, OMS, PIM) with advanced machine learning, generative AI, and agentic workflows - driving personalization, operational optimization, and enterprise automation.
QVC Group
AI Solutions Architect
Enterprise-wide AI architecture, agentic automation, and intelligence strategy within Core Retail transformation
QVC Group
Software Engineering Manager
Led multidisciplinary engineering teams across mobile, web, backend, and DevOps for high-impact digital experiences
ELSE Corp
Manager, AI & Machine Learning
Led ML engineers and data scientists delivering AI solutions for fashion design, RPA, and computer vision
Huawei Technologies
Engineering Team Leader
Multi-vendor network transitions, 4G/LTE rollout, site integration, and performance optimization
Certifications
Expertise
Core domains of impact
Enterprise AI & Agentic Architecture
Define and evolve AI and Agentic Architecture roadmaps, integrating large-scale ML, GenAI, Knowledge Graphs, and autonomous agent frameworks with SAP S/4HANA, IBM OMS, and STIBO PIM.
Agentic AI for Retail & Commerce
Design and deploy agentic AI systems - autonomous decisioning, reasoning loops, and task-oriented agents - to power forecasting, replenishment, personalization, and pricing.
Supply Chain & Planning Intelligence
Architect integrated supply chain data platforms that connect ERP (SAP S/4HANA), OMS, and inventory systems with demand forecasting, replenishment, inventory optimization, and S&OP/IBP planning layers.
Advanced Machine Learning
Build production ML and GenAI workloads supporting GraphRAG, causal inference, bandit optimization, and survival modeling - with full lifecycle management via MLflow.
Governance, Risk & Responsible AI
Lead model lifecycle governance including evaluation, risk assessment, drift monitoring, and compliance. Ensure transparency, explainability, and ethical alignment across AI systems.
Cross-Functional Leadership
Partner with engineering, product, data, and business leadership to deliver AI-driven capabilities across core retail workflows, internal tooling, and customer-facing experiences.
Intelligent Automation & M365
Architect intelligent automation using Microsoft Copilot Studio, Power Automate, Power Apps, and M365 Copilot extensibility for agent-driven workflows and knowledge extraction.
Case Studies
Real problems, architected solutions
ML & Research
Models and techniques I've built
LLMs & Generative AI
Large language models, prompt engineering, and generative AI applications for enterprise use cases
Graph Machine Learning
Graph-based recommendation systems, knowledge graph engineering, and Neo4j GDS
RAG & Semantic Search
Retrieval-augmented generation with vector search, GraphRAG, and re-ranking pipelines
Computer Vision
Garment detection, quality inspection, and visual AI for manufacturing and retail
Causal & Bandit Models
Causal inference, multi-armed bandits, and survival modeling for pricing and personalization
Demand Forecasting & Planning AI
AI and ML-driven approaches to demand forecasting, S&OP data integration, and planning signal quality, connecting transactional systems with enterprise planning platforms.
Get in Touch
Let's build something intelligent together