Fiona Kate Morgan

• Identifying underlying patterns in your data, such as seasonal fluctuations, can result in better detection of outliers
• Creating dashboards that allow stakeholders to understand the data
• Understanding customer behaviours can help focus marketing or optimisation in the right place

It is quite normal these days to look to bring in some form of AI capability to your product; it sounds great and the investors love it, but not many people understand the requirements for a successful AI implementation.
I can help shape your use-case and find the AI solution that is right for you - without the bs.

• Shaping your problem and identifying whether AI is the right solution for you
• Identifying, analysing and preparing your data in order to build appropriate models
• Selecting the correct model or models for your problem
• Training, evaluating and optimising your models
• Ethically evaluating your use case

• Building an MVP of your startup idea
• Design, development and testing of iOS, iPadOS, watchOS and macOS app
• Integrating your ML models into your native Apple app
• Publication of your app on the Apple App Store
• Connecting your Apple App to Firebase for data collection and authentication purposes

• Basic regression models
• Classification models (eg. Support vector machines, random forests)
• Unsupervised clustering (eg. DBSCAN, hierarchical clustering)
• Dimensionality reduction (eg. PCA)
• Tableau
• Google Analytics
• Adobe Analytics
• Excel

• Convolutional neural networks - typically used for images and videos
• Recurrent neural networks - good for things like time series analysis
• Autoencoders - can be used to generate images
• Generative adversarial networks - often used for data augmentation
• Transformers - GPT stands for Generative Pre-trained Transformer

• numpy
• pandas
• Scikit-learn
• TensorFlow
• Keras
• PyTorch
• SciPy
• Matplotlib
• tidyverse (including ggplot2, plotly, dplyr)
• shiny
• rmarkdown

• SwiftUI
• MapKit
• VisionKit
• StoreKit
• SwiftData
• Core Data
• Swift Charts
• Core ML
• GameKit
• SiriKit
• TipKit
• XCTest
• CloudKit
• Lottie
• SwiftyJSON
• Firebase - including Firestore, Auth & Cloud Storage
• RevenueCat
• Git & Github

• Agile
• Atlassian (Jira/Confluence)
• Asana
• ClickUp
• Trello
• Notion
• Scrum Master Certified
• Prince II Certified

Advanced knowledge and understanding of AI principles, algorithms, and applications. Skilled in applying academic research to practical, real-world challenges. [Add more details here]

BBC, NatWest Group

labworks.io

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