AI Use Cases

Examples of AI Proof of Concepts (POCs) from Flipware Tech team

1. DataInferno: Web-Based Analytics and Insight Generation Platform
About Platform
DataInferno is intended to be a hosted, web based software platform that will
have the ability to perform data analysis and provide meaningful, actionable output
in the form of statistical inferences about such parameters as demographics,
geography, sentiment, ethnicity keywords, hashtags, emojis etc.
It will be built as a microservice that is likely to be extended in subsequent development phases.
LLM – Our Recommended Approach
The emergence of mature, sophisticated large language models and their
integrated ecosystems has brought about a paradigm shift in the way data is
approached, managed, and processed.
Therefore, using a suitable Large Language Model (LLM) like GPT-3 for social data
analysis offers several advantages over traditional machine learning models,
particularly in scenarios involving unstructured text data and nuanced language
understanding.

Some of the potential key advantages include handling unstructured text data, contextual understanding, reduced feature engineering, rapid prototyping and scalability.

2. CommuniTrainer: Empowering Medical Professionals for German Licensing
About Platform
This web-based platform is designed to assist international medical professionals
who aspire to work in Germany and acquire the required licensing, focusing on
enhancing their communication skills in terms of communicative competencies.
Thereby, empowering such professionals with the ability to gather medically
relevant information during anamnestic conversations.
The platform is empowered with the latest advancements in generative AI by
making use of Open AI’s machine learning GPT model, working in conjunction with
D-ID’s real time animation capabilities.
Therefore, essentially, allowing to create an AI powered bot that shall serve as a
trustworthy coach. The scope of Mode 1 is to test the functionality and usability of GPT 4 and D-ID
APIs, so as to produce a seamless, coherent bot experience by the way of a virtual
Audio-Visual Bot trainer.

3. MathMentor: AI-Powered Learning for Students
About Platform
MathMentor is an AI-powered tutoring platform that aims to provide an enhanced
learning experience to its targeted users. The current version of it intends to focus
on mathematics as the core specialization centered around the Irish Leaving
Certificate.
This explanation consists of two main modules: Past-Papers Helper (PPH) and
Homework Helper (HH).
HH will provide general mathematics support to students and assist them in solving
questions covering various math topics.