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Decoding consumer trends with Data + AI - TrendsDecoder by Granularity

Closed
Main contact
Granularity
Granularity
Toronto, Ontario, Canada
Robert Fournier
CoFounder and CTO
(7)
4
Project
120 hours per learner
Learner
Anywhere
Advanced level

Project scope

Categories
Artificial intelligence Cloud technologies Databases Machine learning
Skills
github data science pyspark topic modeling sql (programming language) scala (programming language) tiktok big data forecasting machine learning
Details

TrendsDecoder is a consumer trends intelligence platform that helps you understand the trends that are shaping the future of your industry. Granularity is a cutting edge AI startup based out of Toronto, ON that aims to bring consumer data to retail decisions.


We're constantly investing in R&D to implement new AI and ML technologies on our consumer trend data collected from Google, TikTok, Instagram, Amazon and others.


The main goal of this project is to assist in the data science development project for Trends Decoder. This may include LLM training, forecasting training (i.e. Prophet), virality modelling of social posts, topic modelling, or sentiment analysis.



Deliverables

Learners will need to:


  • Meet twice per week with the Granularity team
  • Code independently in big data languages (one of PySpark, SQL, or Scala)
  • Commit working code to Github repository
Mentorship
  • Dedicated 30 minutes 1-1 with Founding team member
  • Twice a week team meetings
  • Pair programming with CTO or Data Science Lead
  • Access to real consumer data
  • Access to Databricks environment for coding and a cluster to code with
Supported causes

The global challenges this project addresses, aligning with the United Nations Sustainable Development Goals (SDGs). Learn more about all 17 SDGs here.

Industry, innovation and infrastructure

About the company

Company
https://granularity.ca
Toronto, Ontario, Canada
2 - 10 employees
It & computing, Marketing & advertising, Retail, Technology

Granularity empowers product owners to foresee viral trends with our AI-powered dashboard. Have you noticed crazy trends that swarm social media?
We drive insights from Tiktok, Instagram, Google Searches and others - and feed them directly to demand planners, marketers, inventory planners and stakeholders to action.

Granularity's web dashboard uses the power of artificial intelligence and live data from Tiktok, Instagram, Google and others to provide you with insights into which products are trending and which are on the decline.

We're innovating how retailers use consumer trends and would love for you to join the team.