I’m looking for an enterprise team where I can ship production AI products, lead GenAI strategy and solution architecture, and run workshops that measurably improve workflows—especially in Commercial Real Estate, finance, or consulting with real business ROI.
Looking for a job
Marcell Laczko
@laczkomarcell
AI application developer and enterprise AI consultant building production GenAI systems for real estate and finance outcomes.
HungaryWhat I'm looking for
I build production AI systems—not prototypes—at AI Realestate Studio, where I developed and deployed a restaurant analytics platform using gradient boosting and quantile regression for ML-based sales and traffic forecasting. I also created the AVM Engine, a RICS-compatible AI property valuation tool with two modes (Valuer and Investor with DCF analysis), earning 2nd place at the Proptech Hungary 2026 Agent of the Year Award.
I translate deep CRE domain expertise into enterprise-ready AI adoption and delivery. I advise on AI adoption strategy, use case prioritization, and ROI development across CRE, finance, and consulting, and I design AI workshops with measurable outcomes—like moving “5 tasks from 1 hour to 1 prompt” with clear before/after time estimates—while aligning stakeholders through training and change management.
Experience
Work history, roles, and key accomplishments
PH
Current
AI SME Consultant
PwC Hungary
Oct 2025 - Present (7 months)
Provided AI strategy guidance and implementation support for internal teams and enterprise clients. Developed an AI-assisted real estate valuation methodology and delivered generative AI training and workshops for corporate teams.
AS
Current
Founder & Chief Developer
AI Realestate Studio
Mar 2023 - Present (3 years 2 months)
Built and deployed a restaurant analytics platform using ML-based sales and traffic forecasting (gradient boosting, quantile regression). Developed the AVM Engine, a RICS-compatible AI valuation tool that placed 2nd at Proptech Hungary 2026, and delivered AI workshops driving a measured outcome of “5 tasks moved from 1 hour to 1 prompt.”
CO
Senior Project Manager
ConvergenCE
Sep 2025 - Feb 2026 (5 months)
Managed office fit-out and construction project delivery, including budgets, timelines, and stakeholder coordination.
SH
Development Manager
Sunbelt Holding
Feb 2022 - Feb 2023 (1 year)
Managed due diligence and investment evaluation for a real estate development portfolio.
FG
Project Manager
Futureal Group
Feb 2018 - Feb 2022 (4 years)
Managed Hungary's largest speculative office development (65,000 sqm), achieving 99.75% occupancy and exceeding financial targets by 25%.
TD
Property Manager & Leasing Specialist
Trigranit Development
Mar 2007 - Oct 2016 (9 years 7 months)
Managed a commercial office portfolio (134,000 sqm), leading tenant relations, lease renewals, and portfolio sales due diligence.
JL
Senior Leasing Consultant
Jones Lang LaSalle
Sep 2003 - Mar 2007 (3 years 6 months)
Provided tenant and landlord representation across CEE markets and managed relationships for clients including Microsoft, Cisco, and Xerox.
Education
Degrees, certifications, and relevant coursework
Udacity
AI-Powered Software Engineer
Completed the Udacity course/program titled "AI-Powered Software Engineer".
University of London
Business & Management Studies
1999 - 2003
Business and Management Studies at the University of London from 1999 to 2003.
Google Cloud
Agentic AI on Google Cloud
Completed training titled "Agentic AI on Google Cloud".
Udacity
Cloud Native & Git
Completed the Udacity training titled "Cloud Native & Git".
Udacity
Data Analyst
Completed Udacity training titled "Data Analyst".
Heriot-Watt University
Postgraduate Diploma, Real Estate Management and Development
2017 -
Postgraduate Diploma in Real Estate Management and Development at Heriot-Watt University.
Massachusetts Institute of Technology (MIT)
Data Science in Real Estate
Completed MIT training titled "Data Science in Real Estate".
Carnegie Mellon University
Artificial Intelligence
Completed "Artificial Intelligence" training from Carnegie Mellon University.
Tech stack
Software and tools used professionally
Availability
Looking for a job
Location
HungaryAuthorized to work in
Website
airealestate.studioPortfolio
valu.systemsJob categories
Skills
Claude CodeReactPythonPrompt EngineeringAI IntegrationGenerative AI ConsultingSolution ArchitectureROI MeasurementCommercial Real Estate ValuationPortfolio ManagementMarket AnalysisTenant RelationsProduct DevelopmentExecutive CommunicationTraining DeliveryChange ManagementGradient BoostingQuantile RegressionDCF AnalysisRICS Compatible ValuationAgenticGmail
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