Developed with a team of four in 36 hours for SheHacks 2023, SEM:ANTICS is a comprehensive platform that allows users to edit emails, store their past emails, and gives advice for students, managers, and employees to effectively learn to communicate to a professional standard. It gives tooltip recommendations for each email based on a data-set compiled of positive, negative and neutral habits that are used in their writing. Email writers can continually submit email drafts (receiving multiple pieces of feedback) until they complete a certified professional draft. SEM:ANTICS also records all changes after each draft writing, so after completion, the user can review it at any time and see how they have improved. SEM:ANTICS leverages Cohere's LLM models fine-tuned using a team-compiled database sourced from various professional blogs about professional email etiquette (e.g., Indeed, Glassdoor, University of Toronto).

Developed with a team of four in 36 hours for UofTHacks 2024, MemoryLane is a unique and innovative mobile application designed to help users capture and relive their precious moments. Instead of being the one to curate an image for others, with a nostalgic touch, the app provides a personalized space for friends to document and remember shared memories ~ creating a digital journey through their life experiences. Whether it's a cherished photo, an audio clip, a video or a special note, MemoryLane allows users to curate their memories in a visually appealing and organized manner. With its user-friendly interface and customizable features, MemoryLane aims to be a go-to platform for individuals seeking to celebrate, reflect upon, and share the meaningful moments that shape their lives. In this project, we utilized React Native, Express, and leveraged the power of AWS services (S3, AWS-RDS, AWS-SNS, EventBridge Scheduler).

On January 5th 2022, the Ontario government ordered an issue that all non-urgent surgeries were to be paused. Due to the third wave of COVID-19, Ontario is facing another crisis of staffing shortages in hospitals because many of the health-care workers are either infected or are isolated. This marks the third time; on June 13, 2020 and April 8th 2021 a similar order was also issued. With data from 2020, it was after the first wave that Ontario was already 148 364 surgies behind. The data revealing the amount of surgery backlog for Ontario 2021 has yet to be released publicly.

The web infrastructure from the Ontario government is unclear, non-specific and requires users to fill in extra information, visit multiple websites and search for hospital contact information. This project was built to provide a single dashboard that give users all the information they need to access the healthcare they need.

We web scraped Ontario Health and the Toronto Hospital's websites using the following python libraries: selenium, beautiful soup and requests. We then made this data accessible through a user friendly web interface, built using React, which allows users to search hospitals by surgery and view information about wait times. We also utilized the Google Maps API to order the result by distance to the user.

Developed with a team of three in 36 hours for DeltaHacks 2022, Interviewy is an Artificial Intelligence based interface that allows users to practice their interview skills by providing them an analysis of their video recorded interview based on their selected interview question. Users can reflect on their confidence levels and covered topics by selecting a specific time-stamp in their report. An abundance of qualified applicants lose their chance to secure their dream job simply because they are unable to effectively present their knowledge and skills when it comes to the interview. The transformation of interviews into the virtual format due to the Covid-19 pandemic has created many challenges for the applicants, especially students as they have reduced access to in-person resources where they could develop their interview skills. This Interface was built using the MERN stack. In the backend we used the AssemblyAI APIs for monitoring the confidence levels and covered topics.

Developed with a team of three in 36 hours at QWER Hacks 2022, STDetector is mobile app that facilitates the sharing of sexual health information among people. Upon signing up, you can enter your sexual health information and upload pictures of your lab tests as proof. Once that’s locked in, you can search for your partner’s username and start a connection request. Upon accepting your request, you and your partner will exchange sexual health information at a glance. Sexually transmitted infections are very common and costly to a nation’s health and economy. 1 in 5 people in the US have an STI and almost half of new STIs were among youth aged 18-24. Additionally, most STIs have no signs of symptoms. The only way to know is to get tested. Not to mention, once you know your status, you might want to share that information with prospective partners.