Over my career I have been fortunate enough to work on a
variety of projects from finance to commercial industries.
A small sample of these projects can be seen below
There are a variety of tools which I use & have learned to use depending on the problem at hand. I have 3 main workflows which I use, & these cover areas for data analytics, data architecture & web development which ensure I get the required result
In the initial stage of the data analysis process, I focus on posing the appropriate questions. It’s essential for me to have a clear understanding of the reasons behind conducting this analysis and the specific problem I’m aiming to address. I shape this problem by grasping the expectations of the stakeholders involved. It’s crucial to maintain open communication with these stakeholders to ensure I remain aligned with their objectives. When articulating the problem, I take a holistic approach to ensure I have a comprehensive understanding of the situation. This comprehensive perspective is key to getting the problem statement accurate.
In the second phase, I dive into data preparation. This step involves gathering or utilising data that pertains to the specific problem I’m addressing. During this phase, it’s crucial to gain a comprehensive understanding of the various metrics required for the analysis. I must identify the sources of this data, whether it’s internally generated or obtained from external sources. Additionally, determining the appropriate security measures is of utmost importance to safeguard the integrity and confidentiality of the data.
My focus shifts to data processing. This step involves the identification and rectification of any inaccuracies, errors, or inconsistencies present in the data. The objective here is to ensure that these issues do not compromise the integrity of our primary business problem. Cleaning the data becomes imperative during this phase to maintain consistency and preserve the credibility of the subsequent analysis.
This entails the data analysis itself. During this stage, my main objective is to unearth relationships, trends, and patterns that offer more accurate solutions to our business problem. This phase requires analytical thinking, where I meticulously sort and format the data for a deeper understanding. I embark on the quest to make sense of the data and decipher the messages it holds.
I focus on sharing my data findings effectively. Visualization plays a crucial role here, as it simplifies the communication of complex analyses. I explore various graph types and plots to convey my findings swiftly and comprehensibly.
This is where I put into action everything learned from our analysis. I provide valuable recommendations to the stakeholders, guiding them on how to address the business problem and make informed decisions that lead to positive outcomes. This phase is all about turning insights into practical actions.
In the role of a cloud architect, the first phase involves thorough assessment and planning. It’s crucial to understand the organization’s needs and goals for adopting cloud solutions. This phase requires defining the architecture’s high-level plan, selecting appropriate cloud providers, and establishing security and compliance measures. Effective communication with stakeholders is essential to ensure alignment with their expectations and objectives. I consider the entire organisational landscape to create a robust cloud architecture strategy.
I craft the blueprint for the cloud solution. This involves creating detailed architecture diagrams, specifying network configurations, selecting storage and compute options, and outlining scalability and redundancy strategies. It’s imperative to make decisions about the cloud resources and services that will be used to meet business requirements. This phase is about architecting a solution that aligns with the organization’s needs and is cost-effective.
In the implementation phase, I take the architectural design and put it into action. This includes provisioning cloud resources, configuring network settings, and migrating or deploying applications and data to the cloud. Security measures and access controls are configured to protect the cloud environment. Monitoring begins to ensure that the implementation aligns with the design and performs as expected.
Testing and optimisation are critical aspects of the cloud architect’s role. Performance tests are conducted to identify and address any bottlenecks or issues. Cost optimisation is a continuous effort to ensure efficient resource utilisation. Rigorous security testing and vulnerability assessments are carried out to safeguard the cloud environment. This phase is all about ensuring that the architecture functions optimally.
Effective documentation is key in the cloud architect role. This phase involves creating comprehensive architecture documentation, including diagrams, standard operating procedures, and best practices. Additionally, I provide training and knowledge transfer to the IT team to ensure they can manage and maintain the cloud environment efficiently. Compliance requirements and adherence are well-documented.
I implement monitoring and alerting systems to keep a close eye on the cloud environment’s performance and security. Managing cloud costs is a continuous effort to optimise expenses. Staying up-to-date with technology advancements and best practices is crucial. I iterate on the architecture as the organisation’s needs evolve and technology evolves. This phase ensures that the cloud architecture remains effective and aligned with business objectives.
In the realm of web development, the first step is to empathise with the users. This means diving into research to deeply understand their needs and preferences. I conduct user interviews, surveys, and analyse user behaviour r data. The goal is to gain insights into what problems the users face and what they expect from the website or web application.
Once I’ve gathered insights, it’s essential to define and articulate the users’ needs and the problems they encounter. This phase involves creating clear and concise user personas and problem statements. It serves as a foundation for the development process, ensuring that we remain focused on addressing real user pain points.
Ideation is a creative phase in web development. Here, I challenge assumptions and brainstorm ideas for solving the defined problems. I encourage out-of-the-box thinking and involve the team in idea generation. This is the stage where innovative concepts for the website or application begin to take shape.
In the prototype phase, I turn ideas into tangible solutions. This involves creating low-fidelity prototypes for initial testing and feedback. These prototypes serve as a visual representation of the proposed web design or application flow. It’s a crucial step to quickly iterate and refine concepts before diving into full-scale development.
Testing is an integral part of web development. In this phase, I put the prototypes or early versions of the website or application in front of real users. User testing helps identify usability issues, gather feedback, and validate design choices. It’s an iterative process, and the insights gained during testing inform further refinements and improvements.
I transition from the prototyping and testing phases to the actual creation of the web product. This phase involves writing code, designing database structures, and integrating various components to build the fully functional website or web application.
