Hi, I'm John Anih

I'm a Practitioner

Personal Details

I am a Data Science and Machine Learning Engineer with over five years of industry experience within the automation, insurance, and manufacturing sectors. I have implemented, led, developed and deployed AI/ML models across businesses, applying expertise in Data science, Machine Learning, and Software Development.

Python

5 Year Experience

R

3 Year Experience

JavaScript

3 Year Experience

GO

1 Year Experience

HTML

3 Year Experience

CSS

3 Year Experience

Bootstrap

3 Year Experience

Docker

2 Year Experience

Azure

2 Year Experience

AWS

2 Year Experience

Mongodb

2 Year Experience

Postgres SQL

4 Year Experience

MySQL

3 Year Experience

Microsoft SQL

2 Year Experience

Tableau

2 Year Experience

Education & Experience

Diverse background across different technologies, sectors and fields

Education

Focus: ➤ Data Science, Machine Learning and Artificial Intelligence

Master thesis: ➤ Investigation of data-based prediction models for the steering of tunnel boring machines (TBM)

Technical University Of Cologne, Cologne, Germany


Experience

- Developing, designing, and managing different software backend and frontend applications for different SME businesses.

- Designed, delivered, and successfully deployed more than 50+ software, AI, and data science projects in diverse sectors such as the development of data science dashboards for project management, development of APIs for small businesses, development, and management of different database systems both SQL and NoSQL and many more.

- Awarded Fiverr Pro level for consistently delivering exceptional and outstanding work to customers - a status given to exceptional sellers who provide value to customers in the Fiverr marketplace

Remote

Python GO JavaScript HTML CSS Bootstrap Postgres MySQL MongoDB AWS Microsoft Azure Git

- Delivered practical and live coding sessions to over 30 students in one cohort on VBA, Excel, Python, SQL, HTML, CSS, Bootstrap, JavaScript, and Tableau which resulted in the empowerment of over 65 upcoming and aspiring data professionals across the UK and Germany together

Remote

Python Pandas Scikit-learn TensorFlow R Excel VBA SQL JavaScript HTML CSS Bootstrap Postgres Apache Spark AWS Git

- Developed and designed robust end to end Autonomous Vehicles (AV) simulation data pipelines with AWS and Docker to simulate over 2000 hours of driving scenarios which include various weather, and environmental conditions

- Performed risk modelling for traditional motor and autonomous vehicle insurance products using various machine-learning methods

- Lead and manage the development and deployment of machine learning models to MLFlow, AWS s3 and API development for end users and front-end application

- Orchestrated the development of an ODD model that estimates the risk of an Autonomous Vehicle (AV) in an environment resulting in the development of the first insurance solution for the Connected and Autonomous Vehicle (CAV) market in the UK

Manchester, UK

Python Pandas Scikit-learn GeoPandas TensorFlow AWS Carla MLFlow DVC Docker GitOps

- Worked with a 6-member team to develop classical and deep-learning models to predict the future positions of Tunnel Boring Machines (TBM), 1m and 2m ahead

- Developed and designed web application dashboards using Dash and streamlit frameworks in python to deploy predictive models for the human operator serving as driving assistant in real-time resulting in over 50% reduction in the problems faced by TBM drivers

Baden-Württemberg, Germany

Python TensorFlow Dash Streamlit Azure HTML CSS Bootstrap

- Analysed various insurance products that the Covomo Business offers which lead to a better understanding of customers’ behaviours and ultimately helped the business teams to make strategic and informed business decisions

- Designed and developed ETL pipelines with SQL and Google Analytics API to extract data, analyse and understand customer’s behaviour and requirements helping stakeholders and management make informed decisions leading to a 25% increase in customers retention rate

Frankfurt, Germany

Python Pandas Google Tag Manager JavaScript R Postgres MySQL
Work

My Projects

Only projects I have permission to share are listed here

  • All
Auto ML

https://data-science-ml-app.herokuapp.com/

Python Dash
MediaMix.ai

http://app.mediamix.ai

Python Flask Bootstrap JavaScript JQuery Postgres
Prediction of the price of used BMW Cars

https://bmw-car-prediction.herokuapp.com

Python Dash