Dr. John Jones, FIET
Edinburgh, Scotland, United Kingdom
5K followers
500+ connections
About
~ 𝙇𝙚𝙖𝙙𝙚𝙧𝙨𝙝𝙞𝙥 | 𝙏𝙧𝙖𝙣𝙨𝙛𝙤𝙧𝙢𝙖𝙩𝙞𝙤𝙣 | 𝘽𝙪𝙨𝙞𝙣𝙚𝙨𝙨…
Articles by Dr. John
Contributions
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You've deployed a machine learning model. How can you ensure it maintains optimal performance trade-offs?
1. Regular Monitoring and Evaluation Keep an Eye on Metrics: Like checking your fuel gauge, monitor big metrics (accuracy, precision, recall) and the others (latency, memory usage) to catch any drift. 2. Data Drift Detection Keep an eye on whether new data is playing by the old rules. If it’s off, it’s possibly time for a retrain. 3. Model Retraining and Tuning Set up a system for updating your model in bite-sized chunks, so it stays sharp without being blindsided. 4. Optimise Resource Use Lighten the Load: Slim down the model with techniques like pruning or quantization – not all weight is worth carrying! Pick the Right Hardware: Just because a jet engine is fast doesn’t mean you need one for a Sunday drive.
Activity
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There is only one video here that even resembles reality. Way to go, Google!
There is only one video here that even resembles reality. Way to go, Google!
Liked by Dr. John Jones, FIET
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Unbelievable: Google has packed more innovation into the last 4 weeks than Apple has in the last 4 years 😳 It sounds like a grand exaggeration but…
Unbelievable: Google has packed more innovation into the last 4 weeks than Apple has in the last 4 years 😳 It sounds like a grand exaggeration but…
Liked by Dr. John Jones, FIET
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This year marks the end of a significant chapter in my life. For the past eight years, I, along with thousands of others, have been dedicated to a…
This year marks the end of a significant chapter in my life. For the past eight years, I, along with thousands of others, have been dedicated to a…
Liked by Dr. John Jones, FIET
Experience
Education
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University of Birmingham
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My doctorate involved designing and researching advanced technology to record and transmit seismic information from the deep ocean, where conventional methods proved challenging or yielded poor results.
I conducted fieldwork on the Hellenic Trench, in Greece.
A 2-tonne projectile (see photo) was deployed from a ship close to an active subduction zone and it reached a free-fall velocity of nearly 100mph and buried itself 10s of metres into the ocean floor.
During its…My doctorate involved designing and researching advanced technology to record and transmit seismic information from the deep ocean, where conventional methods proved challenging or yielded poor results.
I conducted fieldwork on the Hellenic Trench, in Greece.
A 2-tonne projectile (see photo) was deployed from a ship close to an active subduction zone and it reached a free-fall velocity of nearly 100mph and buried itself 10s of metres into the ocean floor.
During its journey, data was captured and transmitted back to the surface (acoustically) for advanced analysis and interpretation. Velocity was recorded by measuring the Doppler shift of a 12Khz signal. Seismic activity was captured and recorded using seismometers and transmitted back to the surface using acoustic telemetry. -
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My MBA focused on Strategy & Finance. I researched, developed and deployed a near real-time digital eco-system, upon which variable cost information was captured and used to drive competitive and commercial advantage.
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Licenses & Certifications
Volunteer Experience
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Mentor
IET Bristol
- Present 9 years
Science and Technology
Mentoring in support of STEM - Science, Technology, Engineering and Maths
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Event Coordinator
Common Wealth Games
- 2 months
Education
BP Sponsored Common Wealth Games - Glasgow
Publications
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The design and testing of a DSP, half duplex, vertical, DPSK communication link
Proceedings of Ocean ’97 MTS/IEEE Conference, Halifax, Nova Scotia, Canada, October 1998
Abstract
Accurate in-situ studies of the oceans requires an efficient, fast and reliable method of transmitting information to and from dedicated scientific payloads. The current generation of underwater telemetry systems tend to use proven, low data rate, `discrete-component' designs. Although these systems perform well in static environments, their performance rapidly degenerates when the environment becomes more dynamic. The next generation of underwater telemetry systems must be able to…Abstract
Accurate in-situ studies of the oceans requires an efficient, fast and reliable method of transmitting information to and from dedicated scientific payloads. The current generation of underwater telemetry systems tend to use proven, low data rate, `discrete-component' designs. Although these systems perform well in static environments, their performance rapidly degenerates when the environment becomes more dynamic. The next generation of underwater telemetry systems must be able to adapt automatically to the changing environment and counteract time-varying effects by means of flexible signal processing techniques and detection algorithms. This goal is hard, if not impossible, to realise using conventional `discrete component' designs. This paper presents a vertical communication system that uses an `Analogue Devices' digital signal processor (DSP) at its heart. This DSP controls the transmission of data and operative commands to and from a seafloor unit, using multi-phase, 2, 4 or 8, differential phase shift keying (DPSK). This system is considered to be the first step towards a completely autonomous, adaptive communications system -
VERTLINK - A digital signal processor based underwater communication system
Sea Technology
Abstract
VERTLINK is an acoustic telemetry link designed for oceanographic data collection in water depths up to 1km. It uses digital signal processor (DSP)-based underwater communications systems. It doesn't yet implement detection algorithms, but it is the first step in the development of an autonomous adaptive communication system. -
Design and development of a programmable underwater device for acoustic data recording retrieval.
Underwater Bio-Sonar and Bio-Acoustics symposium, Loughborough University, England
Oceans form 2/3 of the surface area of our planet. Our understanding of this environment even after several decades of research is best described as rudimentary. The watery abyss is home to the world's largest and most diverse biological ecosystems. Monitoring of these ecosystems and study of the physical and biological evolution of the oceans is of paramount importance to increased comprehension and understanding of the oceans. Efficient monitoring relies on the collection of data over long…
Oceans form 2/3 of the surface area of our planet. Our understanding of this environment even after several decades of research is best described as rudimentary. The watery abyss is home to the world's largest and most diverse biological ecosystems. Monitoring of these ecosystems and study of the physical and biological evolution of the oceans is of paramount importance to increased comprehension and understanding of the oceans. Efficient monitoring relies on the collection of data over long periods of time and in diverse sea conditions. Stationary or moving sonar systems have proven invaluable for this task. However, most systems are fixed in their mode of operation, possessing little or no flexibility. Thus, when the environment changes data retrieval becomes difficult or impossible. Changing the characteristics of the monitoring device to match the local sea conditions is a possible solution to this problem. In this paper the hardware and software implementation of a system that realises this function is presented together with some preliminary transmission tests in the Mediterranean Sea. The system, VERTLINK is designed to collect, store and transmit physical and bio-acoustical data to an end-user. The system, a half-duplex underwater communication link, comprises two units-a sea-bed unit and a surface unit. The sea-bed unit, under the control of the surface unit, records oceanographic data and then transmits it to the sea-surface unit. The latter is linked to a computer station on-board a survey vessel via a physical cable or to shore station by means of a radio link. Using this system the end-user is able to change the way the sea-floor unit acquires and transmits data. The modulation rate/technique can be changed from 2-DPSK to 8-DPSK, allowing data retrieval to be changed according to sea noise conditions. The power level can be varied from 20% to 100%, to achieve more efficient use of power resources and the sea-floor unit can be told to release.
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The design and testing of a free-fall device for recording seismic activity beneath the ocean floor.
Proceedings of Ocean ’97 MTS/IEEE Conference, Halifax, Nova Scotia, Canada, October 1997.
Abstract:
For the last thirty years ocean bottom seismometers (OBSs) have been used to survey the oceans. However, the quality of the data they produce is often degraded due to poor coupling or high levels of ambient noise. In contrast, sensors placed beneath the seafloor avoid many of these problems. For the last two decades burials have relied on Ocean Drilling Program (ODP) boreholes. This approach is expensive and demands numerous human resources. In addition, the locations of these…Abstract:
For the last thirty years ocean bottom seismometers (OBSs) have been used to survey the oceans. However, the quality of the data they produce is often degraded due to poor coupling or high levels of ambient noise. In contrast, sensors placed beneath the seafloor avoid many of these problems. For the last two decades burials have relied on Ocean Drilling Program (ODP) boreholes. This approach is expensive and demands numerous human resources. In addition, the locations of these boreholes, determined by the ODP, are rarely desirable for monitoring seismic activity. In this paper a sub-bottom seismic acquisition system is presented that uses free-fall devices, or deep ocean seismic penetrators (DOSP), to place sensors several tens of metres beneath the seafloor. The DOSPs weigh approximately 1800 kg, achieve terminal velocities between 30-50 m/s and penetrate to depths of 20-30 metres in soft sea sediments. Once buried, they record seismic activity and transmit data back to the surface using a frequency shift keyed (FSK) modulation technique. The results of an experiment conducted in the Mediterranean using this system are presented. These confirm the predicted dynamic and kinematic behaviour of the DOSP and allow an assessment of the ambient seismic noise level at a depth of 30 metres beneath the seafloor. In conclusion this paper discusses the potential use of free-fall devices to increase our understanding of processes in the deep oceans, with particular emphasis on their applicability to future deep ocean seismology -
Combined finite element-boundary element analysis of a viscoelastic anechoic panel for underwater applications
Proceedings of Ocean ’97 MTS/IEEE Conference, Halifax, Nova Scotia, Canada, October
Abstract: In this paper the combined finite element-boundary element method is applied to the analysis of the sound-structure interaction around a multi-layered anechoic baffle. The baffle is made of three layers: an aluminium backing supports a second layer of highly butyl rubber. The third layer, loaded polyurethane, presents a regular grid of steep shaped cones with a fluid-matching function. The viscoelastic materials are fully modelled into the finite element method using linear integral…
Abstract: In this paper the combined finite element-boundary element method is applied to the analysis of the sound-structure interaction around a multi-layered anechoic baffle. The baffle is made of three layers: an aluminium backing supports a second layer of highly butyl rubber. The third layer, loaded polyurethane, presents a regular grid of steep shaped cones with a fluid-matching function. The viscoelastic materials are fully modelled into the finite element method using linear integral constitutive relationships. The combined FE-BE algorithm is based on a partial application of the Burton and Miller Helmholtz gradient formulation to overcome non-uniqueness problems. Examples of analysis of acoustic scattering in a range of frequencies typical of underwater communications are given together with a practical application of the structure
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Dolphin vocalisation analysis using an ADSP 21020
IEE Computing and Control
Abstract: Underwater the only effective means of transmitting signals is acoustically. This century man has exploited this principle and developed a wide range of sonar systems for tasks such as underwater communication, sea bottom profiling and target detection. However, these systems when compared to the sonar systems of dolphins are rudimentary. The primary sensory system of a dolphin is acoustic and can be likened to the function of the human eye, in that a dolphin will use an acoustic…
Abstract: Underwater the only effective means of transmitting signals is acoustically. This century man has exploited this principle and developed a wide range of sonar systems for tasks such as underwater communication, sea bottom profiling and target detection. However, these systems when compared to the sonar systems of dolphins are rudimentary. The primary sensory system of a dolphin is acoustic and can be likened to the function of the human eye, in that a dolphin will use an acoustic signal to visualise its environment. The exact nature and purpose of most of the acoustic vocalisations of dolphins are poorly understood. It is known that dolphins can distinguish between objects of different shape, density and wall thickness using echolocation clicks. However, little is known about their wide repertoire of other acoustical signals. In this paper a DSP system that allows a real time analysis of the frequency composition of dolphin vocalisations is presented. The system, designed and built around ADSP 21020, digitises dolphin vocalisations at a rate of 44100 Hz, generates a N-point FFT and displays the results as a rolling spectrogram. Using this system enhanced interpretation and greater insight into the structure of cetacean vocalisations has been possible and has enabled the identification of what is thought by the authors to be new dolphin vocalisation. This vocalisation is of the correct time duration and frequency composition to suggest that it is a Doppler sensitive pulse used by dolphins to track and follow their prey
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The use of digital signal processors in underwater communication systems
IEE Computing and Control.
Abstract: The current generation of underwater telemetry systems tend to use proven low data rate `discrete-component' designs. These systems perform well under static conditions, but their performance rapidly degenerates when the environment in which they are used becomes more dynamic. The next generation of underwater telemetry systems will be adaptive and combat dynamic effects by processing signals using complex detection algorithms. The next step in the evolution of underwater…
Abstract: The current generation of underwater telemetry systems tend to use proven low data rate `discrete-component' designs. These systems perform well under static conditions, but their performance rapidly degenerates when the environment in which they are used becomes more dynamic. The next generation of underwater telemetry systems will be adaptive and combat dynamic effects by processing signals using complex detection algorithms. The next step in the evolution of underwater communication systems is the development of systems that adapt automatically to changes in the environment and execute algorithms in real time which will encode, detect and decode transmitted signals more efficiently. This paper presents a DSP-based underwater communication system that uses four `Analogue Devices' digital signal processors to control the transmission, modulation and demodulation of data from a sea-bottom unit to a surface receiver. The system uses multiphase 2, 4 or 8 differential phase shift keying (DPSK) and can be viewed as the first stage in the development of an adaptive underwater system that will more effectively combat the effects of the dynamic underwater environment
Patents
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Time Machine
Filed GB 88mph
Courses
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Advanced Negotiations
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Building Effective Teams - Myers-Briggs / Insights / Belbin
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Developing Leadership Potential
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High Impact Presentations
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Positive Power and Inflencing
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Projects
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Clair Ridge - North Sea
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Clair Ridge is the second phase development of the giant Clair field, located 75 kilometres west of the Shetland Islands
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Khazzan - Oman
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This first phase of the onshore Khazzan field development plan involves drilling approximately 200 wells and constructing a two-train central processing facility (CPF).
The project is expected to develop circa seven trillion standard cubic feet of gas and deliver plateau production of one billion standard cubic feet of gas per day and 25,000 barrels per day of gas condensate, delivering long-term gas supply which will benefit Oman over many decades. -
West Nile Delta - Egypt
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The West Nile Delta development, which includes five gas fields across the North Alexandria and West Mediterranean Deepwater offshore concession blocks, is being developed as two separate projects to enable BP and its partners to accelerate gas production commitments to Egypt. When fully onstream in 2019, combined production from both projects is expected to reach up to almost 1.5 billion cubic feet a day (bcf/d), equivalent to about 30 per cent of Egypt’s current gas production.
All…The West Nile Delta development, which includes five gas fields across the North Alexandria and West Mediterranean Deepwater offshore concession blocks, is being developed as two separate projects to enable BP and its partners to accelerate gas production commitments to Egypt. When fully onstream in 2019, combined production from both projects is expected to reach up to almost 1.5 billion cubic feet a day (bcf/d), equivalent to about 30 per cent of Egypt’s current gas production.
All the gas produced will be fed into the national gas grid. -
QUAD204 - North Sea
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Quad 204 is the multi-billion-pound redevelopment of the Schiehallion and Loyal fields, located 175 kilometres west of the Shetland Islands
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Digital Branding - Peter Meyer
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Though the use of marketing, data analytics and SEO. I have taken Peter Meyer on a digital branding journey.
From an unknown and digitally invisible actor/model to a digital evangelist. As a result, he has landed roles in well-known Hollywood productions. Acting alongside A-Lists Actors such as Brad Pitt & Marion Cotillard in Allied, Liam Neeson in The Commuter and Mark Wahlberg in The Transformers The Last Knight.
It helps that he can act too.. !
The digital…Though the use of marketing, data analytics and SEO. I have taken Peter Meyer on a digital branding journey.
From an unknown and digitally invisible actor/model to a digital evangelist. As a result, he has landed roles in well-known Hollywood productions. Acting alongside A-Lists Actors such as Brad Pitt & Marion Cotillard in Allied, Liam Neeson in The Commuter and Mark Wahlberg in The Transformers The Last Knight.
It helps that he can act too.. !
The digital statistics speak for themselves: (Jan 2018)
Instagram > 10k followers; Twitter > 15k followers; >59k Likes
See - http://petermeyer.com/
This is an ongoing activity in which I manage Peter's digital branding and digital presence.
SEO: Website, Facebook, Twitter, Instagram, Instagram Marketing, data analytics. -
Digital Branding - Karkloof Safari Spa
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Harnessing the power of data, video and SEO we re-positioned the branding and market presence of one of the top safari spas in Africa.
In 2017 they were awarded Best Safari Spa or Retreat in Africa and have the Tripadvisor certificate of excellence.
They have increased their bookings and revenue as a result.
http://www.karkloofsafarispa.com/index.php/video
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Tangguh LNG
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Tangguh LNG is a unitized development of six gas fields located in the Wiriagar, Berau and Muturi Production Sharing Contracts (PSCs) in Bintuni Bay, Papua Barat.
Honors & Awards
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Technology Model
Royal Academy of Arts
BP is a global company, operating in over 80 countries around the world. Most of what it does is invisible; such as recovering oil and gas several km below the earth’s surface. To communicate some of the technologies that BP uses to safely and efficiently recover oil and gas, a practical and creative approach was required.
A ‘Field of the Future’ model was created to deliver this complex message in an engaging way
It was designed it to be aesthetically exciting and visually…BP is a global company, operating in over 80 countries around the world. Most of what it does is invisible; such as recovering oil and gas several km below the earth’s surface. To communicate some of the technologies that BP uses to safely and efficiently recover oil and gas, a practical and creative approach was required.
A ‘Field of the Future’ model was created to deliver this complex message in an engaging way
It was designed it to be aesthetically exciting and visually stimulating.
This artistic sensitivity was recognised by the Royal Academy of Arts and the technology model was shortlisted for their prestigious Summer Exhibition -
Digital Entrepreneur Award - 2010
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Judges recognise outstanding digital achievement.
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Duke of Edinburgh Award
Duke of Edinburgh
The Duke of Edinburgh's Award, is a youth awards programme founded in the United Kingdom in 1956 by Prince Philip, Duke of Edinburgh, that has since expanded to 144 nations.
Test Scores
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Mensa
Score: 135
Anyone who can demonstrate an IQ in the top two 2% cent of the population, measured by a recognised or approved IQ testing process.
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PPL - Navigation Exam
Score: 100
The Navigation course covers the essentials of performing calculations such as wind drift, true heading, compass heading and navigation aids such as VOR. It also includes information on map projections and how to calculate distances and times across much larger areas than you will be likely to fly as part of your PPL Course. Much of it is more likely to be relevant if you move on to become a commercial pilot, unless you are planning non-stop trips between Europe to Asia, but nevertheless it is…
The Navigation course covers the essentials of performing calculations such as wind drift, true heading, compass heading and navigation aids such as VOR. It also includes information on map projections and how to calculate distances and times across much larger areas than you will be likely to fly as part of your PPL Course. Much of it is more likely to be relevant if you move on to become a commercial pilot, unless you are planning non-stop trips between Europe to Asia, but nevertheless it is useful to have an awareness of the issues involved so that you are prepared in the future.
Languages
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French
Elementary proficiency
Organizations
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IET
FIET Mentor
- PresentMentoring around technology for education
Recommendations received
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LinkedIn User
24 people have recommended Dr. John
Join now to viewMore activity by Dr. John
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🌌 𝗪𝗵𝗮𝘁’𝘀 𝗮 𝗠𝘂𝗹𝘁𝗶𝘃𝗲𝗿𝘀𝗲, 𝗤𝘂𝗮𝗻𝘁𝘂𝗺 𝗖𝗼𝗺𝗽𝘂𝘁𝗶𝗻𝗴, 𝗮𝗻𝗱 𝗪𝗵𝘆 𝗦𝗵𝗼𝘂𝗹𝗱 𝗬𝗼𝘂 𝗖𝗮𝗿𝗲? 🤔💡 My head hurts thinking…
🌌 𝗪𝗵𝗮𝘁’𝘀 𝗮 𝗠𝘂𝗹𝘁𝗶𝘃𝗲𝗿𝘀𝗲, 𝗤𝘂𝗮𝗻𝘁𝘂𝗺 𝗖𝗼𝗺𝗽𝘂𝘁𝗶𝗻𝗴, 𝗮𝗻𝗱 𝗪𝗵𝘆 𝗦𝗵𝗼𝘂𝗹𝗱 𝗬𝗼𝘂 𝗖𝗮𝗿𝗲? 🤔💡 My head hurts thinking…
Shared by Dr. John Jones, FIET
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𝗚𝗲𝗻𝗔𝗜 𝘃𝘀 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜: Know the difference? 🤔 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 (𝗚𝗲𝗻𝗔𝗜) has transformed how we work and create, from…
𝗚𝗲𝗻𝗔𝗜 𝘃𝘀 𝗔𝗴𝗲𝗻𝘁𝗶𝗰 𝗔𝗜: Know the difference? 🤔 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜 (𝗚𝗲𝗻𝗔𝗜) has transformed how we work and create, from…
Shared by Dr. John Jones, FIET
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This is brilliant - let’s develop those trust metrics in all companies and lead by example when you have the opportunity to mentor! I have your back…
This is brilliant - let’s develop those trust metrics in all companies and lead by example when you have the opportunity to mentor! I have your back…
Liked by Dr. John Jones, FIET
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Can you explain your personal or professional strategy as simple as possible? Just 1-2 sentences. And start with ‘Why’ as Simon Sinek writes. Check…
Can you explain your personal or professional strategy as simple as possible? Just 1-2 sentences. And start with ‘Why’ as Simon Sinek writes. Check…
Liked by Dr. John Jones, FIET
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I'm looking forward to Amyn Gillani, MBA, talking about Using Digital Products and AI to unlock new opportunities. Connect with him if you haven't…
I'm looking forward to Amyn Gillani, MBA, talking about Using Digital Products and AI to unlock new opportunities. Connect with him if you haven't…
Shared by Dr. John Jones, FIET
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