Available to hire
I am Renato Dall’Armi, a senior AI architect and data scientist with over 20 years of hands-on experience. I have consulted for major management firms in Dubai, including Arthur D. Little, Roland Berger, Teneo and The Skill Edge, delivering TOGAF-aligned enterprise architecture and AI strategy across industries. I have led complex multi-agent and Generative AI initiatives, developing production-grade models in PyTorch and coordinating toolchains and web-service integrations across IT layers.
More recently I have served as Principal solution and delivery lead for airline and hospitality groups, defined AI roadmaps, built data platforms and governance, and steered digital transformations for airlines, pharma, healthcare and telecoms. I enjoy turning business opportunities into concrete solution blueprints, hiring and mentoring teams, and delivering measurable value through AI and data-driven decisions.
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Language
Italian
Fluent
English
Fluent
Spanish; Castilian
Advanced
Work Experience
Principal consultant Digital transformation at TSE
December 1, 2024 - PresentLeading AI and data strategy creation, use case identification, and operational execution for a pharmaceutical digital transformation client. Ensured regulatory compliance with GDPR and EU AI Act, defined development processes, infrastructure, and AI product operating models. Delivered business case models and feasibility assessments for multiple AI initiatives.
Principal AI consultant at TSE / IAG
December 1, 2024 - August 26, 2025Created and implemented AI and data strategies for improving maintenance and repair operations using generative AI, neural networks, and multi-cloud deployments for airline group clients. Led development of AI diagnostic tools using LLM and workflow orchestration, managed data lake build and data governance across multiple offices, and ensured adherence to GDPR and EU AI Act.
Principal Data Scientist at TSE Dubai
December 1, 2024 - August 26, 2025Developed complex AI POCs integrating video analysis, meeting transcription, and prescription validation with AI and blockchain technologies. Led regulatory compliance and technology deployments, including NLP and time series forecasting models using PyTorch and other AI frameworks.
Principal at Daman Health care Abu Dhabi / TSE Dubai
December 31, 2022 - August 26, 2025Managed IT strategy, digital transformation, and blockchain integration programs for healthcare digitalization. Defined data governance, data mesh implementation, and led AI-driven quality improvement and forecasting models deployment in cloud infrastructures.
Principal at Colt London / TSE Dubai
December 31, 2021 - August 26, 2025Defined IT strategy and enterprise architecture, managed product design and billing system implementations, and led global teams for infrastructure transformation. Delivered service management and migration program overseeing configuration and process integration using ITIL.
Principal consultant, Digital transformation at TSE
December 1, 2024 - PresentLed the client’s digital transformation program, defining AI strategy with the COO, creating the Data Strategy with the CIO, identifying AI use cases with governance and processes, ensuring GDPR and AI Act compliance, and defining development processes, tools, and infrastructure for model production and serving, as well as establishing the operating model for AI products.
Principal AI architect and senior data scientist at TSE - IAG
September 1, 2023 - December 31, 2024Architected and delivered multi-cloud AI/ML solutions for the IAG group across AWS, Azure and Google Cloud using Ray Serve, Langchain and Kubernetes. Designed a production environment for hosting multiple PyTorch models with GenAI and Agentic AI coordination. Built taxonomy and a knowledge graph for aircraft maintenance, applied a fine-tuned BERT classifier on 20M maintenance records, integrated with SAP ERP, and implemented vector databases for semantic search. Deployed multi-modal GenAI workflows and agent orchestration, using ChatGPT-4o on Azure and Gemini on GCP. Created a two-stage GenAI/Agentic AI RAG architecture to identify probable causes, recommended parts to inspect or replace, and estimated downtime and costs.
Principal data scientist and enterprise architect at Kerzner Dubai
August 1, 2022 - November 30, 2023Analytics & AI program leadership: defined analytics/BI/AI marketing scope, created a knowledge graph taxonomy for GenAI, performed Time Series analysis with Spark, Pandas and XGBoost, oversaw enterprise architecture migration to AWS/Azure, and defined data governance and data lifecycle practices. Managed the EA repository with Sparx, aligned IT strategy with corporate goals, and drove the digital transformation program.
Principal Data Scientist and Enterprise Architect at Daman Health care Abu Dhabi
January 1, 2022 - December 31, 2022Hired to design the E2E digital transformation: anti-fraud analytics for medicine usage, automated claims processing, reconciliation and future service usage forecasting. Built data pipelines, produced fraud reports, and implemented NLP/LLM solutions (BioWordVec) for prescription interpretation and dosage estimation. Implemented time-series forecasting for supplier spend and procurement planning; explored blockchain-based prescription notarization and digitalization with e-Sign and digital workflow integration.
Project Manager, TSEPay project at TSE Dubai
July 1, 2019 - December 31, 2021Led blockchain-based payment system program for telecoms and financial services (Mobile Money 2.0). Managed a team of ~20 FTE, prepared responses to RFPs, coordinated blockchain technology suppliers, and delivered AI/BI components including a BERT model for anti-fraud, sales and performance reporting, and a chatbot with agents. Defined analytics DWH on AWS Databricks and enabled cross-cloud deployment.
Principal at TSE Dubai - Amara Telecommunications Myanmar
March 1, 2017 - June 30, 2019Defined IT strategy and enterprise architecture for launching a 4G-LTE operator in APAC; established Design Authority; led data management, smart meter deployment, middleware integration, and ITIL-based service management with partners (Hitachi and Huawei).
Principal at TSE - Ice.net
March 1, 2015 - February 28, 2017Created IT strategy and enterprise architecture; delivered IT stack deployment and migration for an acquired MVNO operator; procured and implemented an Online Charging System (OCS) to support a convergent system; established ITIL-based service management processes.
Principal at Liberty Global Group
May 1, 2014 - March 31, 2015Oversaw technology aspects of a Merger & Acquisition exercise for an acquired MVNO; contributed to various digital, BSS, and video-on-demand projects for B2C and B2B segments.
Principal at Arthur D. Little - MCI Tehran
October 1, 2012 - March 31, 2014Defined IT strategy and roadmap; designed the new enterprise architecture and its impacts on legacy systems; oversaw procurement for Huawei’s OCS deployment; led digital portal design and SOA integration to enable Digital TV access for MCI customers.
Education
Qualifications
Master’s degree in Statistical and Economical Sciences
January 11, 2030 - August 26, 2025MBA
January 1, 2021 - August 26, 2025MBA
January 1, 2021 - August 26, 2025Master’s degree in Statistical and Economical Sciences
January 11, 2030 - December 15, 2025MBA
January 1, 2021 - December 15, 2025TOGAF qualified
January 11, 2030 - December 15, 2025Industry Experience
Telecommunications, Healthcare, Travel & Hospitality, Life Sciences, Professional Services, Software & Internet, Financial Services, Transportation & Logistics, Media & Entertainment
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
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