Bristol, England, United Kingdom
860 followers 500+ connections

Join to view profile

About

I have extensive experience in provisioning the infrastructure and building the…

Services

Request proposal

Activity

Join now to see all activity

Experience & Education

  • OVO

View Kabiru O.’s full experience

See their title, tenure and more.

or

By clicking Continue to join or sign in, you agree to LinkedIn’s User Agreement, Privacy Policy, and Cookie Policy.

Licenses & Certifications

Join now to see all certifications

Volunteer Experience

  • Tutor

    MSSN

    - 4 years 4 months

    Education

    I delivered Physics tutorial to first year undergraduate students. I also delivered engineering mechanics tutorial to second year undergraduate students.

  • IEEE Communications Society Graphic

    Student Volunteer

    IEEE Communications Society

    - Present 8 years 3 months

    Education

    I offered volunteer services at the IEEE ICC 2018 conference in Kansas City, Missouri, USA 20-24 May 2018.

  • CodeYourFuture Graphic

    Technical Mentor

    CodeYourFuture

    - Present 5 years 4 months

    Science and Technology

    I support refugees and disadvantaged students to get empowered through learning to code using Postgres - Express - React - Node.js (PERN)

Publications

Patents

Projects

  • MLOPS Platform

    MLPlatform: Machine Learning Pipeline on GCP

    MLPlatform is a robust machine learning pipeline designed to streamline ML workflows on Google Cloud Platform (GCP) resources. Following best practices in MLOps and DevOps, it offers a structured and efficient approach to managing data loading, preprocessing, model training, evaluation, and deployment.

    Key Features:
    Kubeflow Pipeline: For data loading, preprocessing, model training, evaluation, and deployment.
    Pytest: Automated…

    MLPlatform: Machine Learning Pipeline on GCP

    MLPlatform is a robust machine learning pipeline designed to streamline ML workflows on Google Cloud Platform (GCP) resources. Following best practices in MLOps and DevOps, it offers a structured and efficient approach to managing data loading, preprocessing, model training, evaluation, and deployment.

    Key Features:
    Kubeflow Pipeline: For data loading, preprocessing, model training, evaluation, and deployment.
    Pytest: Automated component testing to ensure robustness.
    Makefile: Streamlining task execution for efficiency.
    Precommit Hook: For commit validation checks.
    GitHub Actions: Automating the CI/CD workflow.
    Poetry: Dependable dependency management.
    Docstring and Static Typing: For readability and automated documentation generation (e.g., using Sphinx).
    Modular Design: To maintain a clear separation of concerns and flexibility.

    Link: https://github.com/kbakande/MLOPS-Platform

  • Digital Waiter

    • Build a personalised recommender system that outperform existing company framework by 30%.
    • Pull data from AWS DynamoDB and develop innovative features by embedding recipes in recipe space (recipe2vector).
    • Train multiple models (LR, RF & DNN).
    • Employ MAP@K metric to evaluate ranked choices.
    • Productionised with Flask REST APIs, dockerised and deploy product in the cloud.

  • Customer Value Management - Cluster Analysis

    -

    I developed logics to cluster our customer base for targeted marketing activities, debt recovery, product offerings and next best action recommendations

    I collaborate with cross business teams and product owners to secure timely access to dataset and establish project OKRs

  • Healthy-Air

    -

    • Healthy-Air uses time-series predictive models for improving poor indoor air quality.
    • Build data architecture for cloud storage, train time-series models (RNN and LSTM) for day-ahead prediction
    • Develop dynamic visualisation platform with REST APIs for real-time monitoring.

    See project

  • Casting Agency API

    -

    The castag API is a platform that is designed to assist casting agencies manage their workflow efficiently by creating movies and assigning actors to the movies. It enables access based control to the API resources using auth0. The castag API is deployed on Heroku with a living documentation on the web.

    See project

  • Customer Complaints' Analysis

    -

    Identifying Complaints’ Drivers

    Root Cause Analysis

    Complaints’ Propensity

    Complaints’ Classification

  • Publications

    -

Honors & Awards

  • Best and Most Innovative Project @ Science to Data Science (S2DS) Programme, London 2019

    Science to Data Science (S2DS)

    My team won the cash prize for the best and most innovative project at the science to data science London 2019 Programme. I, along with my team members, developed and deployed a machine learning -based recommendation system in the cloud for a company in five weeks.

  • IEEE COMSOC STUDENT TRAVEL GRANT WINNER

    IEEE Communications Society (IEEE COMSOC)

    I was awarded the IEEE Communications Society (COMSOC) Student Travel Grant to attend ICC18, from May 20th – 24th in Kansas City, MO, USA. This is in order to present one of our papers titled ' Generalised Spatial Carrierless Amplitude and Phase Modulation in Visible Light Communication' co-written with my PhD Supervisor, Dr Wasiu O. Popoola (https://www.linkedin.com/in/wasiu-o-popoola-01460821/).

    http://icc2018.ieee-icc.org/authors/student-travel-grants

  • BEST POSTER AWARD @ IEEE ICSAE CONFERENCE

    The International Conference for Students on Applied Engineering (ICSAE 2016)

    This Best Poster Award was presented to me for our poster (with my Supervisor, Dr Wasiu Popoola) entitled:

    ' Impact of Timing Jitter on the Performance of Carrierless Amplitude and Phase Modulation'

    which was presented at ICSAE 2016, October 20-21, in Newcastle , UK.

    https://www.icsae.co.uk/gallery.html

Test Scores

  • TOEFL

    Score: 109/120

Languages

  • Yoruba

    Native or bilingual proficiency

  • English

    Full professional proficiency

  • Arabic

    -

Organizations

  • IEEE Communications Society

    Member

    - Present

  • Institute of Electrical and Electronics Engineers

    Graduate Student Member

    - Present

  • The Nigerian Society of Engineers

    Corporate Member

    - Present

  • Society of Petroleum Engineers

    Member

    - Present

Recommendations received

  • LinkedIn User

    LinkedIn User

    “I had the pleasure of judging Kabiru during a data science fellowship final round presentations. The S2DS program run by Pivigo. They and their whole team showed great professionalism in the way they organised the work - playing to each other's strengths while collaborating well as a team. All the judges agreed that the whole team could be brought into a company 'as is' to work on important data science and machine learning projects. A very impressive team of individual skills all with a deep understanding of the data science, computer science and business required to be successful in industry.”

1 person has recommended Kabiru O.

Join now to view

More activity by Kabiru O.

View Kabiru O.’s full profile

  • See who you know in common
  • Get introduced
  • Contact Kabiru O. directly
Join to view full profile

Other similar profiles

Explore more posts

Explore top content on LinkedIn

Find curated posts and insights for relevant topics all in one place.

View top content

Add new skills with these courses

See all courses