Hackathon Portal
AI Tinkerers - Dublin
Team

Time Weaver

Project Concept

Project Description: FraudWeaver is a next-generation fraud dashboard designed for the payments industry. Today’s dashboards are based on pre-defined SQL queries which, when run against a continuous payments transaction database, are excellent at spotting known fraud patterns. Traditionally these systems sit on a large screen and silently flash a message when there is a problem, then depend on the risk manager/ investigator using the keyboard to drill down into the data using further queries. Fraudweaver, by contrast, allows verbal interrogation of the data and proactively alerts the user when there is a problem – and also finds new data patterns and proactively flags these to the user.

Entry

Status: Not Started

Team Roster

Message board not available for this team yet.

Dhruv Dahiya Team Lead RSVP Approved

Solutions & Data Architecture at IT Consultant - Self Employed
Dhruv Dahiya is a Machine Learning / NLP Engineer with 3 years of experience. He is a self-employed IT Consultant focusing on Solutions & Data Architecture and also works as a Software Developer with an AI focus.

Deirdre McCarthy RSVP Approved

Founder at AllSkills Tech/ Allskills Education CLG/ FLIT.ie Financial Literacy
35+ years IT beginning with technicans diploma in computer science from Dublin, career spent largely in systems design & implementation and project management in the ERP and spatial worlds. Returned to development and refreshed qualifications 2 years ago, been successful in several hackathons and took one academic project in a passion area (good financial guidance for women) to TechStars Dublin, won 2nd prize March 24 and been building this as a tech-led business since then.
I'm tinkering away at my app and want to see how I can implement AI solutions and keep the solution affordable and scalable. My passion right now is people and solid, affordable financial and entitlements guidance. Very interested in citizen engagement, helping individuals lead positive lives and well-engaged with government authorities so the average Joanna or Joe can be proactively informed of, and supported in accessing, supports relevant to their lifestage and family circumstances.
I am working on a financial literacy offer for women, I'm on MVPs V3, initially developed in Python/Django which is likely to remain as backend (www.flit.website) , now experimenting with lo-code offers as can produce much better UX and integrate AI agents (www.flithub.ie, www.flit.ie). Attending hackathons for community building, sprint reinforcement, benchmarking, and peer supports. shortlisted 6 national awards 2025, now fundraising via grants