Aaron Lio Email & Phone Number

Toronto, Ontario, Canada

- Built and contributed to diverse data models, applications, and sales enablement strategies using financial, geographic, routing, and inventory data for portfolio companies.- Developed quantitative and qualitative analyses and models using Python, SQL, and Scala, utilizing GCP, dbt, Fivetran, and other tools.- Supported internal sourcing and fundraising efforts through web crawlers, LLMs, and dataset development pipelines for unstructured sources.- Developed applications on Google Cloud App Engine using Streamlit and Databricks to support backend operations for portfolio company staff.- Contributed to the development of an Entity Resolution pipeline to enhance Named Entity Recognition (NER) tasks across the firm.

Toronto, Ontario, Canada

- Developed and fine-tuned LLMs using ontologies and data-driven AI to study interactions within complex systems in urban environments.- Contributed to the development of ontology formation, data consolidation into knowledge graphs, and creating explainable language models.- Supported the foundation of "digital cities" by developing impact models for public services and charities.- Worked until the supervision of Dr. Bart Gajderowicz.

Toronto, Ontario, Canada

My work as a developer at Holland Bloorview Kids Rehabilitation Hospital builds off of my previous development experiences within the PRISM Lab. Under Dr Tom Chau, I continued the development of BCIPy, an open-source software library enabling rapid prototyping and development of processing pipelines for BCI Researchers and Developers. Working primarily in Python, I've had the opportunity to learn about packaging software, unit testing, deployment, and CI/CD.

Toronto, Ontario, Canada

iScrape was founded following successful freelance data scraping engagements with numerous companies including buildability Corporation and Lexria. iScrape offers data scraping services that augment data acquisition processes for businesses. iScrape has completed over 30 projects for local, national, and international organizations.

Toronto, Ontario, Canada

As a member of the PRISM Lab at Holland Bloorview between May and September 2022: - I developed a software library that enhances the development and design of BCI data processing pipelines, called BCIPy. - Conducted preliminary unit testing and developed extensive documentation for the library.- Presented the software at a number of events, including the Ward Student Research Conference and the University of Toronto Undergraduate Engineering Research Conference.

Toronto, Ontario, Canada

- Developed an automated system to calculate skull density from human CT scans in the Focused Ultrasound (FUS) Lab at Sunnybrook.- Prototyped the system using morphological operations in MATLAB and developed the algorithm and GUI in Python on the Qt Engine.- Worked under the supervision of Dr Kullervo Hynynen.

Toronto, Ontario, Canada

The Felicity App is an upcoming technological innovation providing support for productivity using psychological-based interventions. As a researcher at Felicity, I completed a number of primary studies, including scoping and systematic reviews. I had the opportunity to meet with a number of psychology professors and experts to explore effective Positive Psychology Interventions to implement into the Felicity app.

Toronto, Ontario, Canada

Developed an app to facilitate music therapy in dementia patients. Developed an EEG-based sentiment analysis algorithm to assign affect scores for songs; supporting the development of curated playlists for music therapy sessions.

Bachelor Of Applied Science - Basc, Engineering Science

High School Diploma, International Baccalaureate Programme, Ib Score: 44/45

Highest Graduating IB Score (20/21)