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Afaq Ahmed Email & Phone Number

Data Scientist - Energy Forecasting and Flexibility at Vattenfall
Location: Amsterdam, North Holland, Netherlands 7 work roles 5 schools
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Current company
Role
Data Scientist - Energy Forecasting and Flexibility
Location
Amsterdam, North Holland, Netherlands
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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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Vattenfall

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Profile bio

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.

Current workplace

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Vattenfall
Vattenfall
Data Scientist - Energy Forecasting and Flexibility
Amsterdam, NH, NL
Website
Employees
13866
AeroLeads page
7 roles

Afaq Ahmed work experience

A career timeline built from the work history available for this profile.

Data Scientist - Energy Forecasting And Flexibility

Amsterdam, Nh, Nl

Data Scientist | Smart Buildings

Amsterdam, North Holland, Netherlands

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

Eindhoven, North Brabant, Netherlands

• 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,

Jan 2020 - Jan 2022

Guest Researcher

Eindhoven Area, Netherlands

• 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.

Nov 2019 - Jan 2020

Graduate Intern

Tno

Eindhoven Area, Netherlands

• 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.

Jan 2019 - Oct 2019

Microgrid Consultant

Thailand

• 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

Dec 2018 - May 2019

Engineering Consultant

Skafs Consultants

Lahore, Pakistan

• 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

Aug 2016 - Aug 2017
Team & coworkers

Colleagues at Vattenfall

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5 education records

Afaq Ahmed education

Climate Kic Journey Program, Entrepreneurship/Entrepreneurial Studies

Eit Climate Kic

Activities and Societies: +100 hours of experience with using business tools for UVP identification, market segmentation, financial.

FAQ

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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