Course Director and Senior Tutor
Based in London, Ajit's work spans research, entrepreneurship and academia relating to artificial intelligence (AI) and the internet of things (IoT).
Ajit is the Course Director and/or tutor for Continuing Education’s portfolio of artificial intelligence courses for professionals:
Ajit is also a Visiting Fellow in the Department of Engineering Science here at the University of Oxford.
He also works as a Data Scientist through his company feynlabs - focusing on building innovative early stage AI prototypes for domains such as cybersecurity, robotics and healthcare.
Besides the University of Oxford, Ajit has also conducted AI courses in the London School of Economics (LSE), Universidad Politécnica de Madrid (UPM) and as part of the The Future Society at the Harvard Kennedy School of Government.
He is also currently working on a book to teach AI using mathematical foundations at high school level.
Ajit was listed in the top 30 influencers for IoT for 2017 along with Amazon, Bosch, Cisco, Forrester and Gartner by the German insurance company Munich Re.
Ajit publishes extensively on KDnuggets and Data Science Central.
He was recently included in top 16 influencers (Data Science Central), Top 100 blogs (KDnuggets), Top 50 (IoT central), and 19th among the top 50 twitter IoT influencers (IoT Institute).
His PhD research is based on AI and Affective Computing (how AI interprets emotion).
Digital Hive and Innovation consultant, Anglo American Plc
Marina is an Analyst Developer and Software consultant at Anglo American Plc working at the Digital Hive on innovative trading analytics and optimisation projects.
She has over 18 years’ experience in Software Engineering, Business Analysis, Data Science and full software development life cycle in a variety of business domains including Commodity trading and optimisation, Finance, Machine Learning and Artificial Intelligence, e-commerce, e-learning, web-development.
Marina holds an MSc, with distinction, in Software Engineering from the University of Oxford and a degree in Applied Mathematics from Lomonosov Moscow State University.
In February 2020, Marina completed the course "Data science for internet of things" from the University of Oxford.
Digital Solutions Architect, Metrobank
Anjali is a Digital Solutions Architect at Metrobank, where she helps to deliver advanced technology driven business solutions around diverse themes of Internet Banking, Mobile App, Business banking, and Open banking/PSD2, using agile methodology.
She has over 16 years of IT experience and worked across Banking, Telecom and logistics domains, from inception to the delivery of complex projects.
Anjali is passionate about AI and Machine learning and completed the course "Data science for internet of things" in February 2019 from the University of Oxford.
Associate Professor, Department of Electronics, SRCASW, University of Delhi
Amita Kapoor is an Associate Professor in the Department of Electronics, SRCASW, University of Delhi, and has been actively teaching neural networks and artificial intelligence for over twenty years, and she is an active member of ACM, AAAI, IEEE, and INNS.
Amita completed her masters in Electronics in 1996 and her Ph.D. in 2011.
During her Ph.D she was awarded a prestigious DAAD fellowship to pursue a part of her research work in Karlsruhe Institute of Technology, Karlsruhe, Germany. Amita was awarded the Best Presentation Award at the Photonics 2008 international conference.
Amita has more than 50 research publications in international journals and conferences, and has co-authored four books, including the best-selling “Deep learning with TensorFlow2 and Keras” with Packt Publications.
Passionate about using her skills for the betterment of society and humankind, Amita spends her spare time in various AI-related IoT and healthcare open source projects. She was recently awarded the Intel AI Spotlight Award 2019 for her work on the early detection of Acute Myeloid Leukemia using AI.
Amita’s present research areas include Machine Learning, Artificial Intelligence, IoT, Deep Reinforcement Learning, and Robotics.
Ayşe Mutlu is a data scientist working on Azure AI and devops technologies. Based in London, Ayşe’s work involves building and deploying Machine Learning and Deep Learning models using the Microsoft Azure framework (Azure DevOps and Azure Pipelines).
She enjoys coding in Python and contributing to Open Source Initiatives in Python.
Embedded Vision Solution Architect, Programmable Solutions Group, Intel
Jahanzeb Ahmad joined Intel Programmable Solutions Group (PSG) formally known as Altera in 2013 and is currently working as Embedded Vision Solution Architect. His current responsibilities include architecting machine learning software/hardware architectures and solutions and help customers achieve best possible AI solution on Intel FPGAs. Prior to joining PSG, Jahanzeb did his PhD in computer vision and medical engineering from University of The West of England, Bristol, UK.
Head of Robotics, Amazon Web Services (AWS)
Mustafa Aldemir is an experienced technology leader in the field of AI and IoT. He holds a BSc in Electronics Engineering, a MSc in Mechatronics, and he is pursuing PhD studies in Computer Science.
Mustafa previously worked as a software engineer at Siemens and ING. He delivered numerous AI & IoT workshops at universities around Europe while working as a tech lead at Intel.
He is currently working as a senior prototyping architect at AWS to develop innovative cloud solutions for leading companies around EMEA and leading the Robotics domain at AWS.
Dr. Saeed is a futurist, thought leader, author, and a public keynote speaker. He is a veteran of the UAE technology industry with over 30 years of experience in driving technology adoption in various public sector organisations. He has been in many positions: the founder and former Director General of the Emirates ID Authority, a former member of the scientific advisory committee of the UAE Space Agency, and a former Advisor to the Minister of Foreign Affairs on information technology.
Currently, he is the director of the Center for Futures Studies at the University of Dubai, an adjunct lecturer of public policy science & technology track at the Mohammed Bin Rashid School of Government, the chairman of the board of Smartworld (a leading digital solutions provider in the UAE), President of the Digital Engineering Chapter at the UAE Society of Engineers, and a board member of the Emirates Safer Internet Society.
He is on advisory board of well-known startups including Virtual Rehab Inc and 01Gov, and also on advisory boards of several universities in the UAE.
He co-authored the book Digital Nation: How the UAE is building a future based on tech innovation. A first-of-its-kind book on the unique journey of the UAE to build a future based on harnessing disruptive technologies such as artificial intelligence and driving digital innovation.
He has written several articles and reports that were published at Harvard Business Review Arabia and Dubai Policy Review Journal.
Dr. Saeed’s main interest is in foresight and researching the impact of emerging technologies on business and society. He strives to drive futures thinking in leadership to influence shaping the future of governments and creating a better world for all.
He was recently interviewed as a special guest with Professor Dame Wendy Hall on Brave Conversation Southampton. Dr. Saeed has earned his PhD in biomedical Engineering from Drexel University, Philadelphia, USA in 1994.
John Alexander is a Sr. Machine Teaching Advocate on the Microsoft Project Bonsai team.
He sat in Kirk's Chair on the bridge, recorded cartoon pilots as part of a voice ensemble cast, is the co-creator of the "Geek" t-shirt (found at most Microsoft conferences), and was Facebook friends with Patrick Swayze.
John has a passion for designing and building accessible experiences using AI coupled with vision, voice, touch, and virtual/mixed reality.
In a previous life, he was the co-founder of a digital agency and consultancy, and also had the honor of being a Microsoft regional director for 19 years.
In the previous, previous life before that, John co-founded the largest technical blogging community in the world, Geekswithblogs.Net, before selling it several years ago.
He also built music chart applications for Billboard Magazine used by "American Top 40", and architected a highly scalable Mutual Funds Trading SOA-based platform used non-stop the last 18 years to process billions of dollars in transactions.
A trainer since 1996, with 26 Microsoft product certifications, John has coached several teams of developers, leading one directly responsible for earning their organization a spot on CIO Magazine’s “Agile 100” list.
He’s co-authored three best-selling technical books, Microsoft Official Curriculum and co-hosted two technical focused podcasts.
Based in Kansas City, Missouri USA, John loves to paint, draw, game, do voiceovers, and spend time with his spouse and three children on all sorts of adventures.
Sumaya Al Hajeri is a professional in the field of Technology, Telecommunication and Outer Space regulations with 14 years of experience. She is currently heading the Governance and Data section at the AI office in the Prime Minister Office. She was assigned the responsibilities of implementing the AI National Strategy through rolling out a number of policies, strategies and initiatives. Moreover, she was the Head of Space Policies and Regulations at the UAE Space Agency and contributed towards achieving several projects such as: the UAE participation at the UN Committee of the Peaceful Uses of Outer Space (COPUOS) and the UN Office of Outer Space Affairs, the Federal law No (12) of 2019 regarding the regulation of the UAE Space Sector and other related strategies and policies.
Sumaya worked at the Telecommunication Regulatory Authority since 2007 as a Radio Planning Engineer where she developed the National Spectrum Plan as per the outcomes of the World Radiocommunication Conferences by the International Telecommunication Union. She also served as a consultant in Spectrum Management for UAE armed forces. In 2012, she was involved in the Telecommunication Competition Regulations and Licensing and contributed towards: licensing major space telecom operators in the UAE and development of the Universal Service Obligation Policy. She graduated from the Future Foresight Program in 2018, and developed a future foresight scenario of Space Accessibility based on international legislations and R&D uncertainties. Also, arranging several Future Foresight workshops with international organizations, in which the most recent one is the International Space University (ISU) in Strasbourg – France.
Sumaya is a holder of a bachelor in Communication and Electronics Engineering 2007 from UAE University, and two Masters: International Law, Diplomacy and International Relations 2011 from Paris Sorbonne University and a Master in Public Policy (Science, Technology and Innovation) from Mohamed Bin Rashid School of Government.
Sumaya has a number of professional and academic contributions in the field of: Competition regulations, competitiveness, Industry and Technology Cluster Policies, Smart Specialization Policies, Microeconomic Cluster Mapping tool, women in ICT as part of the ITU agenda, Women in Space as part of the UNOOSA agenda, increasing Emirati women participation in the workforce, Space Policies and Strategies.
Roy Allela is a Senior Deep Learning Software Engineer within the Developer Relations team at Intel.
He currently works on Intel optimized frameworks for Deep Learning and the OpenVINO toolkit.
Roy has a background in Microprocessor Engineering from The University of Nairobi. He has worked on several AI and IoT projects, notably Sign-IO that earned him a Royal Academy of Engineering LIF Fellowship and ASME recognition.
He is passionate about developer advocacy and moonshot projects
Principal Program Manager, Machine Teaching Innovation for Autonomous Systems, Microsoft
Kence Anderson is Principal Program Manager, Machine Teaching Innovation for Autonomous Systems at Microsoft. Kence has designed over 100 autonomous decision-making AI systems for commercial uses, including at PepsiCo, Bell Flight, and Shell. Kence is the son of a master teacher and is trained in mechanical engineering, and he utilizes both aspects by researching how the principles of teaching combined with human expertise can be used to design and build useful AI.
Pinckney Benedict graduated from Princeton University, where he worked primarily with the author Joyce Carol Oates, in 1986 with a bachelor’s degree in English and from the Iowa Writers’ Workshop in 1988 with an MFA in Fiction.
He has published a novel and three collections of short fiction, the most recent of which is Miracle Boy and Other Stories. His work has been published in, among other magazines and anthologies, Esquire, Zoetrope: All-Story, the O. Henry Award series, the Pushcart Prize series, the Best New Stories from the South series, The Ecco Anthology of Contemporary American Short Fiction, and The Oxford Book of the American Short Story.
Benedict is a professor in the MFA program at Southern Illinois University Carbondale and the founder and director of SIUC’s Digital Humanities Laboratory.
JJ Bernard has an MSc in Engineering from the Ecole Centrale de Marseille and an MBA from the University of Cambridge. He is also a certified Lean Six Sigma Black Belt.
He currently works at Oracle as a strategy consultant, advising client on their technology investment with regards to their business strategy.
Previously, he has worked as a project manager for Orphoz, a subsidiary of McKinsey & Company, focusing on defining and executing transformation projects.
He has worked in diverse environments such as manufacturing, FMCG, public sector, steelmaking, mining, healthcare and automative.
He has also worked for Accenture, both on business and IT transformation projects, for the financial services industry and the public sector.
A Computer Engineering graduate and currently only the 6th Grandmaster in the Datasets tier on Kaggle, Ruchi started her Kaggle journey in the month of May this year and it has been one of her quickest feats. She will be pursuing her Master's degree in Information Systems Management at Carnegie Mellon University from next fall.
Having started coding at an early age and also having completed her Bachelor’s, her interest in this field has only grown with time. She gravitates more towards Data Science and Data Analysis. Working in the technology sector of various MNCs like Sony and Colgate-Palmolive has given her relevant experience in the industry. As businesses today are becoming more inextricably linked with information technology, she strives to utilize her expertise to bridge the gap between technology and business.
Her key interest lies solely in sharing her technical expertise with people. She thoroughly enjoys tackling problems pertaining to technology and coming up with novel ideas. She also believes in Kata - the Japanese ideology of thinking before acting which enables her to be able to focus on not only continuous improvement, but also innovation.
Chief Executive Officer, Arctoris
Martin-Immanuel Bittner MD DPhil is the Chief Executive Officer of Arctoris, the world's first fully automated drug discovery platform that he co-founded in 2016. He graduated as a medical doctor from the University of Freiburg in Germany, followed by his DPhil in Oncology as a Rhodes scholar at the University of Oxford.
Dr Bittner has extensive research experience covering both clinical trials and preclinical drug discovery and is an active member of several leading cancer research organisations, including EACR, AACR, and ESTRO. In recognition of his research achievements, he was elected a member of the Young Academy of the German National Academy of Sciences in 2018.
Consultant, Data Visualisation
Barend Botha is a UK-based consultant working predominantly in the field of data visualisation.
He is particularly interested in the growing future potential and roles that data analytics and visualisation will play across IoT verticals in in combination with Artificial Intelligence and the resulting products and insights for business and consumers alike.
He draws upon past experience in research, design, development, management and marketing across various domains and disciplines.
Senior Cloud Advocate, AI/ML, Microsoft
Amy Boyd is a Senior Cloud Advocate at Microsoft, having obtained a degree in Computer Science, completing a research project in Natural Language Processing/Machine Learning and an internship at Microsoft’s search engine, Bing.
Amy is passionate about Data Science and Machine Learning and her roles at Microsoft have allowed her to work on many different areas of data science (visualisation, ML, big data, IoT) as well as working on projects with customers across the globe.
Her role as a Senior Developer Advocate helps developers to engage with Microsoft around Microsoft Azure and specifically the Azure AI services by providing content, learnings, and sample code. You will find her sharing her content and learnings online and at in-person events.
Lecturer in Engineering Education, King’s College London
Francesco is a Lecturer in the Department of Engineering at King’s College London, where he teaches interdisciplinary design and mechatronics. He previously worked in the Education Group at MathWorks and provided consultancy services to educators and researchers on the use of MATLAB & Simulink. Francesco has broad expertise in Simulation and Artificial Intelligence, with application to Robotics & Control systems, signal processing and IoT. He also holds a PhD in Engineering from the University of Cambridge for his work in experimental fluid dynamics and a MEng in Civil Engineering from Imperial College London.
Paul DeCarlo is a Principal Cloud Developer Advocate for Microsoft and Professor for the Bauer College of Business at the University of Houston. His current technology interests focus on Internet of Things, Artificial Intelligence, and Edge-to-Cloud Applications. He is an experienced start-up founder for WinCoder LLC ( http://wincoder.co ). During time off, he enjoys taking care of his thirteen trees, riding mountain bikes, and taking care of his dog – Chief and cat – Kitty.
System Architect, Arm
Rob Dimond is System Architect and Fellow at Arm. Rob works in the Architecture and Technology group at Arm where his focus is developing technology in a 3-5 year time horizon for the infrastructure segment (servers and networking). Prior to Arm, Rob was Chief Hardware Architect at FPGA computing startup Maxeler. Rob holds degrees in Electronic Engineering and Computer Science from Imperial College, London.
Bas is a technology leader in the AI and big data domain. His academic background is in Artificial Intelligence and Informatics. Trained as a software engineer and architect, he has 15 years’ experience in delivering successful data-driven projects with a wide range of companies and technologies. He is a regular speaker on conferences and co-authored two books on data engineering.
Dr Julia Hoerner is the AI Academic Liaison Manager at MathWorks in Cambridge, UK.
She supports members of European universities in all AI-related aspects in MATLAB.
Julia has a background in engineering, renewable energy, and energy forecasting. After her PhD at the University of Hull on Offshore Wind Energy, Julia worked on energy forecasting using deep learning at the University of Reading and University of Strathclyde.
Senior Data Scientist, HomeServe (Leakbot.io)
Dr Saed Hussain has a PhD in applied AI in defence, which was sponsored by BAE Military Air and Information.
After a few years of contributing to the UK government and military innovation projects, he has moved on to commercial sector AI projects.
Currently, he is leading the machine learning capability development at Leakbot, an arm of the HomeServe group.
Besides his interest in AI, he is passionate about IoT and blockchain technologies.
Manager, Verizon 5G London Lab
Cynthia manages Verizon’s 5G London Lab and works closely with senior stakeholders of FTSE 100 companies to identify and solve business challenges through the use of 5G and multi access edge compute. She previously worked for Verizon’s Innovation Lab based in Waltham, MA and San Francisco, CA in a similar capacity, primarily focused on IoT and applications of the future as the standards for 5G were being tested and developed.
Cynthia holds a Bachelor’s degree in Child Advocacy and family policy from the University of New Hampshire.
Co-Founder, Hypermile AI
Jakub Langr is the Co-Founder of Hypermile (Y Combinator S20). Jakub graduated from the University of Oxford and started his career in machine learning in 2013. He was previously working at Mudano (acquired by Accenture), where he grew the machine learning team from just himself to 15 people, and Founders Factory leading ML and computer vision teams. He was the lead author of the best-selling book GANs in Action: Deep Learning with Generative Adversarial Networks (Manning Publications, 2019) and is a well-known speaker/author on generative AI (Forbes, PyData, AI EXPO etc).
Laurence Moroney leads AI Advocacy at Google, working with the Google AI Research and product development teams. He's the best-selling author of 'AI and Machine Learning for Coders,' as well as the instructor on the Fundamentals of TinyML course at HarvardX, and the popular TensorFlow specializations with deeplearning.ai and Coursera.
He's passionate about empowering software developers to succeed in Machine Learning, democratizing AI as a result. Laurence is based on Washington State in the USA.
Prof. Nilesh Nalawade currently serves as the CEO of Agricultural Development Trust Baramati, one of India’s premier agricultural research and development organizations which is also the parent organization of Krishi Vigyan Kendra Baramati, India’s national and international award winning farm science centre.
Prof. Nalawade completed his post-graduate studies in animal sciences at the Wageningen University, Netherlands.
He has a rich and varied experience in conceptualization and development of various successful bilateral initiatives such as starting the first international undergraduate programme at Baramati, India, in the agriculture sector in collaboration with Van Hall Larenstein University in the Netherlands, setting up of the Indo-Dutch Centre of Excellence for Vegetables, setting up of Centre of Excellence for Animal Genetic Improvement, etc.
He has a natural affinity for technology and innovation and has implemented his ideas in these spaces by leading the setting up of the Atal Incubation Center ADT Baramati Foundation, India’s largest Innovation and Incubation Centre, where he mentors over 30 of the brightest start-ups and many more aspiring entrepreneurs and innovators from across India.
He has received various national and international awards for his work such as the prestigious Rastriya Vidya Saraswati Pursaskar. He has also published multiple high-impact, peer reviewed research papers in the agriculture and animal sciences sectors and held a position as a Member of the Management Committee of National Institute of Abiotic Stress Management Baramati.
Founder and CEO
Innosapien Agro Technologies
Sarang Nerkar is an electrical and computer engineer from the University of Toronto, Canada. His research centers around wearable computing, augmented reality, artificial intelligence and computational photography.
For over 3 years he served as a research scientist with Professor Steve Mann (also known as the “Father of Wearable Computing”) at the Humanistic Intelligence Lab, University of Toronto. Based on his research he has developed novel modular augmented reality eyeglasses, smart time-lapse cameras and various other wearable computing, augmented reality, computational photography and machine learning platforms. His work has resulted in various peer reviewed research publications, trade secrets and multiple patent filings. The focus of his work has been public sector application of these novel technologies via Innosapien Agro Technologies, a startup he founded.
He also currently serves as the Climate Ambassador for India at the World Bank Group’s Global Youth Climate Network. His published work and products have received multiple accolades including the Gandhian Young Technological Innovation Award presented by the Honorable President of India, Zee Yuva Sanmaan, Top Innovator Award by World Bank Ag Observatory and Most Futuristic Award in Japan among others. His work was exhibited at the Presidential Palace in India for 6 days at the Festival of Innovation and Entrepreneurship.
He has been invited to present his work at various prestigious forums such as Defence Expo 2020 (Lucknow), Army Commanders Conference 2020 & 2019 (Delhi), Aero India 2019 (Bangalore), Viva Tech 2019 (Paris), ACM SIGGRAPH 2018 (Vancouver), ACM Tangible Embedded & Embodied Interactions 2017 (his work won the “Most Futuristic Award” at this conference in Japan), ACM International Symposium on Wearable Computers 2017 (Hawaii), Hello Tomorrow 2017 (Korea), Asian Leaders Conference 2017 (Korea), Mobile World Congress 2017 (Barcelona), Consumer Electronics Show (Las Vegas), Canadian National Exhibition 2016 (Toronto), etc. He has been interviewed many times, including by Through the Wormhole with Morgan Freeman (Discovery Science Channel), Zhejiang Provincial News (China), etc. for his work.
CEO and founder, Emotion Research Lab
Maria Pocovi is CEO and founder of Emotion Research Lab, a computer vision company which explores how machines understand human emotions. Since 2014 the company has provided facial emotion recognition algorithms with on-line and on-premises solutions for real time applications. Emotion Research Lab has been acquired by Uniphore.
Maria is passionate about human technology interaction and the process of bringing new applications to the market which help companies empower emotional sensing on devices to prepare brands to provide the next generation of services, products and experiences to their customers.
Maria graduated in Marketing and Business Administration from ESIC University, has an MBA from Catholic University in Valencia and an MBE from European University of Madrid.
Fabrizio Romano was born in Italy in 1975. He holds a Master’s Degree in Computer Science Engineering from the University of Padova. He lived in London from 2011 to 2021, and now resides in Whitley Bay.
In the past ten years, he has delivered talks about software engineering, testing, and the Python programming language, at conferences such as EuroPython, Skills Matter, and ProgSCon. He is an advocate of modern software engineering practices such as Agile and Extreme Programming. He is a certified Scrum and Kanban master.
Since 2016, he has worked as principal software engineer at Sohonet, in London. In 2020 his team was honoured with an Engineering Emmy Award from the Television Academy, for advancing remote collaboration. They were also honoured by HPA for Engineering Excellence in the 2020 HPA Awards and, in 2021, they won a Lumiere Award from the Advanced Imaging Society.
Fabrizio is the author of the top-selling book Learn Python Programming, 3rd edition – Packt, 2021. He has been teaching Python to students all around the world since 2012. He is also a meditation and Reiki teacher.
Rikesh leads Transport for London’s award winning market innovation activity to create new value for London by working with start-ups, corporates, academia, accelerators and venture capitalists. He was responsible for creating TfL’s first Innovation Hub which has delivered some pioneering projects. The Hub sets out the organisation’s key challenges and problem statements, bringing in the best innovators from across the world, piloting and scaling innovative solutions with the potential to commercialise, as well as establishing the right culture in the company focusing on agility and design thinking to work with market innovators who either have a new mobility product or an innovative idea to help solve an existing city challenge through new technologies by doing things better, quicker or cheaper.
Rikesh was previously responsible for TfL’s world leading open data programme which has 17,000 registered users, 700 apps powered by TfL data used by 42% of Londoners which an independent review stated that it’s worth to London is £130m per annum. He also was actively involved during the 2012 Olympic Games and TfL’s response to COVID-19.
Most recently, Rikesh has been recognised in the Top 100 Asian Stars in UK Tech in 2019 and 2020, being named one of the top five for sustainability.
Rikesh also sits on the Smart London Board to deliver the Mayor of London’s vision to make London the smartest city in the world, as well as sitting as a Non-Executive Director at the London Transport Museum on the Enterprise Board. He also sits on the Advisory Board for Nitrous and Citytech Collaborative in Chicago. In academia, he Co-Chairs the Institute of Civil Engineering Data and Digital Advisory Board as well as Guest Lecturing on Open Innovation at the Royal College of Arts.
Kajal is a Machine Learning Engineer working with Machine Learning and AI projects for a large global consultancy.
She has worked on use cases like anomaly detection, sentiment analysis, classification, transactional AI assistants, complex big data processing, data analytics, document digitisation etc. Kajal also has been a part of multiple hackathons conducted within and across IT industries.
She is also awarded with Amazon Pride Card for her research contribution to “Women In AI” project of IIIT, Bangalore
She has won special recognition for her project 'Transactional AI assistant'. She also has been honoured as 'Master Hacker' in Makeathon at a regional level in India.
Kajal has also been leading a research project (non-commercial) working with a German company on pricing optimization using Reinforcement Learning (RL).
Her project involves working on RL on pricing optimisation strategy for revenue increase and customer retention using a mixture of algorithms based on Markov Decision Processes (MDP).
Associate Professor of Computing Science, University of Alberta
Matthew (Matt) E. Taylor focuses his research on developing intelligent agents, physical or virtual entities that interact with their environments. His main goals are to enable individual agents, and teams of agents, to learn tasks in real-world environments that are not fully known when the agents are designed; to perform multiple tasks, rather than just a single task; and to robustly coordinate with, and reason about, other agents.
Additionally, he is interested in exploring how agents can learn from humans, whether the human is explicitly teaching the agent, the agent is passively observing the human, or the agent is actively cooperating with the human on a task.
Current approaches that his teams are investigating include working on improving reinforcement learning through demonstrations, teaching reinforcement learning systems through action advice, and training agents with discrete human feedback.
Matt is an Associate Professor of Computing Science at the University of Alberta and a Fellow and Fellow-in-Residence at Amii. He is the Director of the Intelligent Robot Learning (IRL) Lab and a Principal Investigator at the Reinforcement Learning & Artificial Intelligence (RLAI) Lab, both at the University of Alberta.
Matt is also Adjunct Professor at Washington State University and was formerly the Principal Researcher at Borealis AI in Edmonton, the artificial intelligence research lab for the Royal Bank of Canada.
He has been a PI or co-PI on over $6M USD in competitively awarded research funding from federal, state, and industrial sources, including the National Science Foundation CAREER award. He has (co-)supervised seven graduated PhD students and six graduated MS students, as well as published over 100 peer-reviewed papers in conferences and journals.
He has delivered invited talks for the Association for the Advancement of Artificial Intelligence (AAAI) and at the International Joint Conference on Artificial Intelligence (IJCAI).