Afaq Ahmed Email & Phone Number
Who is Afaq Ahmed? Overview
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Afaq Ahmed is listed as Data Scientist - Energy Forecasting and Flexibility at Vattenfall, a with 13866 employees, based in Amsterdam, North Holland, Netherlands. AeroLeads shows a matched LinkedIn profile for Afaq Ahmed.
Afaq Ahmed previously worked as Data Scientist | Smart Buildings at Spectral and Professional Doctorate in Engineering (EngD) - Smart Buildings & Cities at Eindhoven University Of Technology. Afaq Ahmed holds Professional Doctorate In Engineering (Engd), Smart Buildings & Cities from Eindhoven University Of Technology.
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About Afaq Ahmed
Data Science professional focusing on developing innovative AI solutions for smart buildings and energy systems. With experience in building advanced ML models and data-driven tools, I specialize in optimizing building performance, reducing energy consumption, and improving operational efficiency.I have expertise in developing natural language processing models for automating data classification, implementing neural networks for predictive forecasting, and creating interactive analytics dashboards for early fault detection. My work in predictive modeling and optimization algorithms has resulted in significant energy savings and enhanced system performance.During my research and development career, I’ve worked extensively on integrating building simulations with optimization techniques, such as genetic algorithms, to develop strategies that reduce energy demand. My work with high-fidelity digital twins and predictive control systems has informed decision-making and contributed to improving energy efficiency in buildings.Passionate about leveraging machine learning and AI to create smarter, greener environments, I remain dedicated to pushing the boundaries of sustainable technology.
Listed skills include Leadership, Modeling And Simulation, Public Speaking, Autocad, and 17 others.
Afaq Ahmed's current company
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Afaq Ahmed work experience
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Data Scientist | Smart Buildings
BRIGHTER Building Optimization is an advanced solution that enhances building energy efficiency by through predictive algorithms and weather forecasting. We provide proactive, data-driven abnormality detection to reduce operational costs and prevent equipment failures. Focusing on: • Developing data-driven control algorithms for building systems.• Creating (ML/AI) models for forecasting building conditions & demand for real-time control.• Digital twin creation.
Professional Doctorate In Engineering (Engd) - Smart Buildings & Cities
• Developed a framework combining building simulations with genetic algorithms to generate model predictive control strategies for adaptive facade technologies, achieving a 40% reduction in total heating and cooling demand compared to conventional insulation systems.• Built machine learning models for predictive control of building systems, achieving over 90% of the energy savings realized by model predictive control strategies.• Designed data-driven rule-based control systems by extracting insights from predictive models, effectively capturing complex seasonal and daily patterns for optimized insulation and ventilation management.• Performed Monte Carlo analysis to explore combinations of static and adaptive building envelope technologies, identifying configurations outperforming ultra-high insulation (R12) packages.• Developed a simulation-based decision support tool, enabling stakeholders to assess energy-saving potential across various scenarios,
Guest Researcher
• Researched the potential of state-of-the-art adaptive building envelopes in reducing building energy demand.• Developed a framework for pre-&post-processing of building simulations to extract insights for stakeholders. #EnergyPlus #python.
Graduate Intern
• Led the research and development of thermochromic coatings (TC) for TNO and AkzoNobel, utilizing building simulation as a virtual laboratory.• Developed a simulation framework to model complex material properties and demonstrate coating's feasibility in real-world applications. • Secured funding for a two-year study on adaptive building envelopes as part of the IEBB Therma 1 Renovation Concepts.
Microgrid Consultant
• Developed technical and financial pre-feasibility plans of solar hybrid microgrids for 3 Thai Islands.• Devised a 2-phase design and roll-out strategy to reduce LCOE, increasing renewable competitiveness against fossil fuel options.#energydemandprofiles #techno-economic #optimization #CFA
Engineering Consultant
• Engaged in the technical design of major building renovation and water supply projects from conceptualization to final design implementation.• Led a cross-functional team to deliver detailed HVAC technical designs for renovation projects of 10+ hospitals.• Developed an initial-phase energy assessment tool for building renovation projects, improving the conceptual design process.#buildingenergyanalyses #HVACdesign #technicaldesign
Colleagues at Vattenfall
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Daniel Sekelj
Colleague at VattenfallGreater Uppsala Metropolitan Area, Sweden
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Steffen Rovsing Villadsen
Colleague at VattenfallNorth Denmark Region, Denmark
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Jens Imhof
Colleague at VattenfallGreater Hamburg Area, Germany
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Theo De Hair
Colleague at VattenfallThe Randstad, Netherlands
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Michael Nasr
Colleague at VattenfallGermany
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Mark Hook Gradiosh Miirsm
Colleague at VattenfallRamsgate, England, United Kingdom
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Jonas N.
Colleague at VattenfallBremen, Germany
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Willy Schittek
Colleague at VattenfallGermany
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Gustav Brindeby
Colleague at VattenfallStockholm, Stockholm County, Sweden
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Christoffer Davidsson
Colleague at VattenfallVarbergs Kommun, Halland County, Sweden
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Afaq Ahmed education
Professional Doctorate In Engineering (Engd), Smart Buildings & Cities
Bachelor’S Degree, Mechanical Engineering
Climate Kic Journey Program, Entrepreneurship/Entrepreneurial Studies
Master Of Science - Ms, Sustainable Energy Technology
Msc Select, Environomical Pathways To Sustainable Energy Systems
Frequently asked questions about Afaq Ahmed
Quick answers generated from the profile data available on this page.
What company does Afaq Ahmed work for?
Afaq Ahmed works for Vattenfall.
What is Afaq Ahmed's role at Vattenfall?
Afaq Ahmed is listed as Data Scientist - Energy Forecasting and Flexibility at Vattenfall.
Where is Afaq Ahmed based?
Afaq Ahmed is based in Amsterdam, North Holland, Netherlands while working with Vattenfall.
What companies has Afaq Ahmed worked for?
Afaq Ahmed has worked for Vattenfall, Spectral, Eindhoven University Of Technology, Tno, and Deutsche Gesellschaft Für Internationale Zusammenarbeit (Giz) Gmbh.
Who are Afaq Ahmed's colleagues at Vattenfall?
Afaq Ahmed's colleagues at Vattenfall include Daniel Sekelj, Steffen Rovsing Villadsen, Jens Imhof, Theo De Hair, and Michael Nasr.
How can I contact Afaq Ahmed?
You can use AeroLeads to view verified contact signals for Afaq Ahmed at Vattenfall, including work email, phone, and LinkedIn data when available.
What schools did Afaq Ahmed attend?
Afaq Ahmed holds Professional Doctorate In Engineering (Engd), Smart Buildings & Cities from Eindhoven University Of Technology.
What skills is Afaq Ahmed known for?
Afaq Ahmed is listed with skills including Leadership, Modeling And Simulation, Public Speaking, Autocad, Trnsys Software, Matlab, Data Analysis, and Epanet.
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