Callum Abbott

Callum Abbott Email and Phone Number

Senior Data Engineer @ Birdie
United Kingdom
Callum Abbott's Location
United Kingdom, United Kingdom
Callum Abbott's Contact Details

Callum Abbott work email

Callum Abbott personal email

n/a
About Callum Abbott

User-first Data Scientist interested in all aspects of product development; from engineering and statistics, to marketing and design.

Callum Abbott's Current Company Details
Birdie

Birdie

View
Senior Data Engineer
United Kingdom
Website:
birdie.care
Employees:
158
Callum Abbott Work Experience Details
  • Birdie
    Senior Data Engineer
    Birdie
    United Kingdom
  • Sidekick Health
    Product Manager
    Sidekick Health Sep 2023 - Present
    London, England, United Kingdom
    • Leading a cross-functional team of 10 engineers and a designer, fostering collaboration and aligningproject goals, resulting in timely and successful product releases.• Developed and managed product roadmaps, presenting strategic plans and project outcomes to seniorleadership, securing buy-in and additional resources for further development.• Deployed a recommender system, enhancing coach efficiency by reducing decision fatigue throughdata-driven recommendations, which improved user satisfaction by 24%.• Oversaw the development of an AI message suggestion system, increasing coach productivity by67% by streamlining communication processes and reducing response time.• Leveraged the product analytics infrastructure I built as a Data Scientist alongside A/B testing anduser feedback to improve product features continuously.
  • Sidekick Health
    Analytics Engineer / Data Scientist, Core Application
    Sidekick Health Sep 2021 - Sep 2023
    London, England, United Kingdom
    • Data Scientist (4th Data hire) in the Core Application team, collaborating with product managers, user researchers, designers, and engineers to deliver the best app experience possible• Led the introduction of Amplitude (a product analytics platform) to multiple cross-functional teams, enabling the delivery of user data on feature adoption and usage to drive product decisions• Owned the product analytics pipeline end-to-end within the Core Application team, from defining event schemas to the implementation of code in iOS, Android, and Flutter • Built standardised metric layer using a dbt (BigQuery SQL) and Airflow for quick analysis of A/B tests and increased data quality• Designed and analysed multiple A/B tests for the mobile application, leveraging causal inference methods to analyse results• Built a data-driven push notification feature and corresponding A/B test, which showed a significant increase in user retention• Built end-to-end data products (dashboards and datasets) sold to clients working in Pharmaceuticals and Health Insurance
  • Sling
    Data Scientist
    Sling May 2021 - Sep 2021
    Reykjavík, Capital Region, Iceland
  • The University Of Edinburgh
    Ai Researcher
    The University Of Edinburgh Apr 2021 - Sep 2021
    Edinburgh, Scotland, United Kingdom
    🏥 Member of Professor Jacques Fleuriot AI Lab during my Master's studies, where I focussed on applying Causal Inference and Machine Learning methods to health data🏆 Awarded the MSc Statistics with Data Science Thesis Prize (Grade: 90%) for my work titled: "To Drain or Not to Drain? A Causal Investigation into the Efficacy of Subdural Drains in Preventing CSDH Recurrence"
  • Edinburgh University Formula Student
    Ai Engineer
    Edinburgh University Formula Student Sep 2020 - Jan 2021
    Edinburgh, Scotland, United Kingdom
    Member of AI Perception Team trying to teach a car to drive itself 🏎⭐️ My role involved the processing of the car's stereo camera and LIDAR data which necessitated working with algorithms such as SIFT, SURF, and ConvNets, as well as technologies such as ROS, C++ and git.
  • Omanos Analytics
    Data Scientist
    Omanos Analytics Jul 2020 - Sep 2020
    Glasgow, Scotland, United Kingdom
    Summer internship as part of the Space Placements in Industry (SPIN) Scheme 2020: supported by the Satellite Applications Catapult and managed by the UK Space Agency 🪐🤖 Contributed to the development of Omanos Analytics' machine learning applications by establishing an internal training data pipeline during a summer internship as part of the Space Placements in Industry Scheme 2020🛰️ Designed and implemented an object detection algorithm using TensorFlow that allowed for automated monitoring of large herbivores using high-resolution satellite imagery🦌 My work secured £30k in funding for Omanos Analytics to further develop their use of ML methods for wildlife monitoring.
  • Asteria: Space And Satellites
    Researcher
    Asteria: Space And Satellites Mar 2020 - Jul 2020
    Edinburgh, Scotland, United Kingdom
    Asteria are an Edinburgh University group dedicated to designing, manufacturing, and operating orbital nanosatellites.⭐️ Created, designed and assessed scientific missions to be assigned to our 3U CubeSat scheduled to be launched in Dec 2021.⭐️ Successfully negotiated with academic experts from institutions such as the University of Edinburgh to support and advise our organisation's endeavour.⭐️ Curated and wrote scientific mission proposals which secured funding for our 3U CubeSat.
  • Hotel Egilsen
    Hotel Staff
    Hotel Egilsen May 2019 - Aug 2019
    Stykkisholmur, Iceland
    Hótel Egilsen is a luxury, boutique hotel located in Western Iceland. Whilst spending the Summer of 2019 in the beautiful location I:⭐️ Successfully gained conversational proficiency in the Icelandic language.⭐️ Effectively managed a plethora of responsibilities ranging from front of house, receptionist, housekeeping, and bartender.⭐️ Hosted, and communicated with, guests from all over the world.

Callum Abbott Skills

Mathematics Leadership Deep Reinforcement Learning Physics Neural Networks Scikit Learn R Consulting Git Pandas Data Science Data Engineering Algorithms Tidyverse Bayesian Reinforcement Learning Matlab Data Analysis Tensorflow Volunteering Communication Deep Learning Scientific Writing Matplotlib Markov Chain Monte Carlo Artificial Intelligence Google Cloud Platform Programming Latex Seaborn Gcp Mathematical Modeling Big Data Ggplot Aws Mlops Monte Carlo Simulation C++ Sklearn Computer Vision Numpy Pytorch Sql Python Computer Science Machine Learning Statistics Data Visualization Data Mining Github

Callum Abbott Education Details

Frequently Asked Questions about Callum Abbott

What company does Callum Abbott work for?

Callum Abbott works for Birdie

What is Callum Abbott's role at the current company?

Callum Abbott's current role is Senior Data Engineer.

What is Callum Abbott's email address?

Callum Abbott's email address is ca****@****lth.com

What schools did Callum Abbott attend?

Callum Abbott attended The University Of Edinburgh, The University Of Edinburgh.

What skills is Callum Abbott known for?

Callum Abbott has skills like Mathematics, Leadership, Deep Reinforcement Learning, Physics, Neural Networks, Scikit Learn, R, Consulting, Git, Pandas, Data Science, Data Engineering.

Who are Callum Abbott's colleagues?

Callum Abbott's colleagues are Charlotte French, Miriam Steckl, Keith Chan, Barry Hill, Nila Kasinathan, Inga Konovalova, Marin Pranjić.

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