A learning package around how to evaluate the business value of an AI product. You’ll start by building familiarity and fluency with common AI concepts. You’ll then learn how to scope and build a data set, train a model, and evaluate its business impact. Finally, you’ll learn how to ensure a product is successful by focusing on scalability, potential biases, and compliance. Along the way, you’ll review case studies and examples to help you focus on how to define metrics to measure the business value for a proposed product.

Udacity Nanodegree site

Building on my existing PGCert in Technology Management, starting with the module T849 - Strategic capabilities for technological innovation

What I learned:

• Foundational abilities in applying ethical and legal frameworks for the data profession
• Practical approaches to data and analytics problems, including Big Data and Data Science and AI
• Applied data methods for ethical and legal work in Analytics and AI

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HBX CORe (Credential of Readiness) is a 120-150 hour certificate program on the fundamentals of business from Harvard Business School. CORe is comprised of three courses - Business Analytics, Economics for Managers, and Financial Accounting – developed by leading Harvard Business School faculty and delivered in an active learning environment based on the HBS signature case-based learning model.

Read more on my HBX blog post

An overview course on using impact mapping to drive changes in behaviour that have business benefit, run by Gojko Adzic and Dave Evans.

My main takeaways

• Founder member of Product team at 15below and creating product processes
• Managing the product development budget
• Report on the Product related objectives in the 15below Business Plan.
• Working to understand the business requirements for product specifications and converting these into use cases.
• Acts as Product Owner in an agile development team when needed.
• Providing the Marketing team with the background for case studies, product documentation and promotional material.
• Providing internal technical consultancy and business analysis of airline workflows and reservation system interactions.

Blog posts for 15below during this time:

• Introducing our new user interface: Optimising your notification testing process
• Guest Post: Designing a UI with travel disruption in mind
• Guest Blog: Creating operational efficiency with a powerful user interface
• Managing Travel Disruption: Don’t Let Chaos Take Control
• 15below Tech Take: Voice Technology in Travel
• 15below Tech Take: Blockchain
• Tech Take: Putting an AI-driven virtual assistant to the test
• What does the future hold for SMS?

Reporting to the Production Services Manager:

• Plan and manage client system upgrades, including analysis and QA.
• Establish, evolve and document formal upgrade and deployment processes.
• Act as a technical consultant to 15below, supporting all areas of the business.
• Build and maintain a catalogue of services and configuration information related to those services (Configuration Management Database).
• Building knowledge of product and configuration to assist with establishing baselines and feeding into customer’s SLAs and KPIs
• Act as part of Change Advisory Board.
• Own Technical Debt Register.
• Feed customer specific scenarios into QA processes / automated testing

Three courses that gave me a solid foundation into the business side of managing software development processes.

• M882 Managing the software enterprise (2008)
• T848 Managing technological innovation (2013)
• M883 Software requirements for business systems (2014)

As the name suggests, this project is for Product Managers dealing with data that want to use R as a tool to analyse that data and produce reports/visualisations. I have tried to make all the scripts work from first download. I have built reports that display data from:

• Google Analytics of website traffic
• Application metrics stored in InfluxDB to show feature usage
• ProdPad workflow status reporting and mining for insights in feedback received
• Report based on data exported from UptimeRobot to analyse downtime reasons

Product Lead, Elixir, Heroku, Gitlab CI · Market research, product fit, UX design, HTML, copywriting

Project to help students and recent graduates create awesome online profiles. Bashfully will shake up the traditional online resume.

Connect with me on AngelList to collaborate on side projects.

• Secondment to the support team bringing technical and process experience as well as being an escalation point when the team leader is unavailable. I have helped automate some support tasks, improving team efficiency and reducing the support overhead. Another enjoyable aspect of my role has been in recruiting placement students and a permanent developer to the support team. Then mentoring them as they begin their careers.
• I also provided technical input on existing business functionality to both the design review committee and production change control board. In these responsibilities I aim to maximize the technical debt that can be repaid in new enhancements and to minimize the risk to production in roll out and project go live. This was where I started loving the process of Product Management.

Both roles allow me to look beyond an immediate task at hand to the wider business and then how we can increase business value. Highlights include:

• Co-ordinating with the Client Support Team Leader the update of the reservation system interface for a US client when their NewSkies system was upgraded to 3.2.
• Helping to deliver and co-ordinate the roll out of an enhanced voice solution, which supported processing through Sabre Reaccommodation Manager, for another US client.

Secondment to Melbourne to assist in setting up 15below’s first overseas office to support their Asia Pacific clients.
Continued support to the UK office providing solutions to complex technical issues on project work there.
Project management and requirements gathering for local projects and Australian hours escalation point for the support team.

• Development of extranets and online collaborative systems to create workflow systems in Business Process Optimisation
• Research into group awareness in collaborative virtual environments as part of the Atkins Research and Innovation department, including EU funded research. For example IST programme IST-10846 TOWER: Theatre of Work Enabling Relationships.
• Part of a team that developed central bespoke portals for the management of programmes of works for both Shell Oil and the Royal Bank of Scotland. I was specifically responsible for developing a transport ordering B2B solution between a local County Council and Atkins, a system to manage requests to the Atkins Pensions department, and a supplier rating system for Bass Hotels. Other clients included Office of the Rail Regulator, Railtrack, Public Record Office, and the Environment Agency.

Publications: Chalk, N (2005) “Mining project information using storytelling” in Proceedings of the 23rd IASTED International Conference on Databases and Applications, Innsbruck, Austria. February 14-16, 2005.

An interdisciplinary course covering Computer Science, Linguistics, Philosophy and Psychology courses.

3rd year project: “SCARGIL: Data Mining using the Genetic Methods” produced a system that took a dataset and after a period of induction using evolutionary computing output classification rules. The program was given a dataset of DNA, which it then used to produce a model, to make protein splice site predictions. This project allowed me to develop my skills in cutting through domain knowledge, where I was not a domain expert, and solve the key problem presented.