Skills

Programming Languages

Experienced

• F#
• Python
• JavaScript (React, Svelte)
• C++/C
• HTML/CSS
• SQL

Competent

• Assembly
• Verilog
• Java
• Matlab

Capabilities

Full stack web application development

• Frontend design & implementation
• Backend implementation
• Infrastructure design & implementation on AWS/GCP
• Continuous deployment for Python and JavaScript
• Database schema design
• Serverless architectures

Machine Learning

• Trained yolov3 real-time object detection network using Darknet
• Deep Neural Networks for image and facial recognition using TensorFlow

Testing software

• Automated unit and property-based testing
• Web application load testing

Hardware Design with HDL

• Video processing
• Finite State Machines
• High Level Synthesis (e.g. Catapult C)

Other

• Embedded C development
• Monte Carlo Localisation (MCL) using Sonar
• OpenGL Ray Tracing implementation

Experience

Ethi

July 2019 - October 2020

• Led Full-Stack web application development of the Ethi platform
  • Frontend: React and svelte
  • Backend: Python flask
  • Infrastructure: GCP

BitSim

January 2019 - June 2019

• Multimodal dataset creation/manipulation for machine learning. Research & implementation of Computer Vision algorithms to superimpose RGB-IR images to create a mapped & annotated dataset.
• FPGA HLS implementation of proof-of-concept mapping, and direct speedup comparison to soft approach
• Analysis of the effect of IR image fusion on the accuracy of Deep Learning object detection using yolov3.

BBOXX

26th March - 27th August 2018

• Contributed to Locust open-source project.
• Created a wrapper for Locust to improve usability.
• Developed a collection of open-source helper functions for Slack integrations using serverless.
• Created an AWS DevOps slackbot (ChatOps) for BBOXX out-of-office support.
• Worked extensively with AWS services and boto3; Lambda, S3, EC2, ELB, RDS.
• Became familiar with good practice in relation to open-source development
  • Automated test & build setup (Jenkins, TravisCI, tox, coverage) with branch protection.
  • Creating and releasing Python modules as pip packages.
  • Using pylint/PEP8 coding style standards.
  • Code reviews

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MeshPower

Rwanda

3rd July - 27th September 2017

• Developed a smart SMS system using a RaspberryPi and multiple modems
• Worked closely with customer service team to further develop CRM tool

London

3rd October - 7th December 2016 (part-time)

• Developed statistical reporting for issue tracking tool
• Added functionality to CRM system e.g. automated SMS’es to replace calls.

London

17th July - 16th September 2016

• Schema design for business relations
• Creation of a bespoke CRM and issue tracking system

London

1st - 2nd April 2016 (freelance)

• Integrating WordPress blog into existing website.

Waukesha Magnetic Bearings

4th August 2014 - 4th August 2015

• Python, VBA, SQL
• CMI Diploma in Line-Management
• Six Sigma

Some Projects