Abstract:
Tijori is an app that helps users in Pakistan track their fi
investments and improve their financial deci
mances, understand their
ecisions. This app helps with frequent problems
such as not knowing much about finance, not having budgeting
learning little about gold and silver investm
tools for everyone and
ents. Using Android as its frontend and Java
for the backend with Firebase and AWS, Tijori offers competent financial advice each
month thanks to Amazon SageMaker and Hugging Face
the relevance of recommendati
dataset. Some of its
’s LLaMA 2 model. To i increase
ons, the AI engine was trained with a South Asian financial
main features are tracking expenses, setting and tracking goals, getting
live updates on metal prices, and a chatbot that assists and
habits. Raising financial
encourages good financial
awareness among Pakistanis is the app’s primary goal, which the
chatbot achieves by providing contextual advice in many languages, including Urdu. The
app is built modularly, offering secure login, a user-friendly dashboard and
aimed at helping new users achieve their goals.
a sequence
The thorough testing results revealed
accurate recommendations (0.84), responsive actions (2I0ms) and reliable
all devices. The company plans to add banting services and train tbe AI model
data as the number of users increases
