NOTARIF
Multimodal AI for preliminary 10-digit commodity classification from text, images and voice, with tariff and non-tariff information.
AI ENGINEER · TASHKENT, UZBEKISTAN
Bobur Tukhtamurodov
Practical AI.
From idea
to infrastructure.
I build AI applications, computer vision systems and secure local inference infrastructure. My work connects software engineering with real customs challenges.
Local-first AIMultimodal systemsProduction engineering
STRATEGY. RESEARCH. ENGINEERING. DEPLOYMENT.
BOBUR TUKHTAMURODOVAI & MACHINE LEARNING ENGINEER
2017→Customs technology experience
10×Languages supported by AiRO
10-digitCommodity classification codes
LOCALPrivacy-conscious AI approach
01 INTRODUCTION
THE PERSON BEHIND THE SYSTEMS
Beyond the model.
Into the real world.
I work at the intersection of artificial intelligence, enterprise software and government digital transformation. My focus is turning advanced models into dependable systems that solve operational challenges.
As a Chief Inspector at the Customs Committee of the Republic of Uzbekistan, I contribute to AI engineering initiatives spanning multimodal services, computer vision, local LLM infrastructure and secure deployment.
BT✳
Bobur TukhtamurodovAI & Machine Learning Engineer · Chief Inspector
02 SELECTED WORK
BUILDING WITH PURPOSE
From research
to real-world AI.
Selected public-facing work and high-level engineering areas. Sensitive implementation details are intentionally excluded.
11 projects
AiRO
A multilingual, real-time voice AI robot helping international airport passengers understand customs procedures.
Cargo X-ray Intelligence
Research into vision-based cargo occupancy assessment and consistency checks between scan findings and declared goods.
Local LLM Infrastructure
Engineering locally hosted language model serving, retrieval pipelines and GPU-backed inference for controlled environments.
Customs Valuation
AI-assisted analysis of goods information to support customs valuation.
Document OCR & Analysis
Reading document text with OCR and analysing extracted information for further processing.
Railway Wagon Number Recognition
Detecting and reading railway wagon numbers from images for identification workflows.
Multilingual Legal Chatbot
A multilingual chatbot that answers questions using national legislation.
Goods Image Matching
Comparing goods images to assess whether an item matches a reference image.
Sparse · Dense · Hybrid Search
Combining sparse keyword retrieval and dense semantic retrieval in hybrid search workflows.
Face Recognition
Face detection and recognition through visual feature comparison.
↗Project descriptions are intentionally high-level. Organisational views and implementation details are not disclosed.
03 TECHNICAL EXPERTISE
TOOLS ARE ONLY THE BEGINNING
The engineering
behind the intelligence.
Hands-on disciplines spanning model integration, retrieval, vision, production systems and responsible AI deployment.
01 /
LLMs & Generative AI
Model serving, prompt systems, optimisation and applied language intelligence.
02 /
RAG & Knowledge Systems
Retrieval pipelines, semantic search, domain-aware responses and structured data.
03 /
Computer Vision
Visual recognition, classification, image analysis and real-world evaluation.
04 /
Secure AI Engineering
Python services, APIs, GPU inference, infrastructure reliability and data control.
GPU AI INFRASTRUCTURE
FROM CONTAINERS TO GPU CLUSTERS
Infrastructure behind the intelligence.
Hands-on experience with containerised AI services, vector search, storage, caching and NVIDIA GPU inference.
Platform & orchestration
DockerLinuxNVIDIA Run:ai
Data & services
QdrantMinIORedis
NVIDIA GPU experience
NVIDIARTX 5080
NVIDIARTX 5090
NVIDIARTX 6000 Ada
NVIDIAH200
NVIDIAB200
Inference engineering
Model serving, GPU inference, retrieval pipelines and deployment across workstations and H200 / B200 clusters.
vLLMGPU InferenceModel ServingRAGH200 / B200 Clusters
DEV ENGINEERING TOOLKIT
SOFTWARE · WEB · MOBILE · AI
A complete engineering toolkit.
From application interfaces to AI services and local infrastructure.
Programming languages
PythonC++C#
Web development
HTMLCSSJavaScriptReactVue.js
Mobile development
FlutterKotlinAndroid Studio
AI libraries & tooling
PyTorchTransformersvLLMEmbeddingsComputer VisionRAG
SOFTWARE DEVELOPMENT
Local & secure browser
Developed a browser focused on local operation and security.
Local BrowserSecurityApplication Development
04 EXPERIENCE & APPROACH
WHERE ENGINEERING MEETS RESPONSIBILITY
Built to work.
Built to last.
In sensitive environments, a strong AI system is more than its benchmark score. It also needs reliability, governance and thoughtful integration.
01Data sovereigntyKnow where information lives and how it flows.
02Human-centred AISupport domain experts, not replace their judgement.
03Production disciplineReliability and maintainability from day one.
PROFESSIONAL JOURNEY
CURRENT ROLE
Chief Inspector · AI & ML Engineering
Customs Committee of the Republic of Uzbekistan
AI integration, multimodal systems, computer vision and secure enterprise deployment.SINCE 2017
Customs Technology & Digital Transformation
Uzbekistan Customs
Experience in process automation, software systems and data-driven operations.2017 — 2021
Military Customs Institute
Higher education
Education listed on LinkedIn profile.05 CERTIFICATIONS
CONTINUOUS LEARNING
Always learning.
Always building.
Selected professional development credentials relevant to AI, government innovation and customs operations.
01OCT 202502SEP 202603SEP 202604JUN 2024
Five Million AI Leaders
UAE–Uzbekistan joint initiative · Certificate of Completion
AI Fundamentals for Public Servants
Ministry of Digital Technologies of Uzbekistan
AI Leadership in Government
Building Trust, Skills and an Innovative Culture · Ministry of Digital Technologies
Project Management in a Customs Environment
WCO CLiKC! · World Customs Organization