Experience

Aival

• United Kingdom
• Software Development
• 1 - 100 Employee

• Technical Lead

  • Nov 2021 - Present

• Machine Learning Researcher

  • Dec 2020 - Oct 2021

  - Master's Thesis project on "Active Learning Strategies for Smart Visual Data Annotation in Deep Learning"- MICCAI/DALI 2021 Conference Publication on "Evaluation of Active Learning Techniques on Medical Image Classification with Unbalanced Data Distributions"



Emotech LTD

• Computers and Electronics Manufacturing

• Software Engineer

  • Apr 2020 - Sep 2020

  - Worked to deploy certificate management for multiple domains and multiple servers globally - Worked on a full stack development of education platform solution, including website development, REST api backend development, SQL database management, Jenkins pipeline deployment - Handled product launch management and monitoring including working to scale up deployment, large scale optimisations for a product with 500+ requests/sec - Worked to deploy certificate management for multiple domains and multiple servers globally - Worked on a full stack development of education platform solution, including website development, REST api backend development, SQL database management, Jenkins pipeline deployment - Handled product launch management and monitoring including working to scale up deployment, large scale optimisations for a product with 500+ requests/sec



Netcraft

• United Kingdom
• Technology, Information and Internet
• 1 - 100 Employee

• Computer Scientist

  • Apr 2019 - Sep 2019

  - Worked on improvements on an autonomous phish classifier which uses a distributed crawler swarm to analyse and classify potentially suspicious websites. - Implemented various optimisations to the classifier's image processing and memory allocation module to achieve 13 times and 7 times speed improvements respectively. - Extended classification heuristics to cover a large variety of unique webpage elements, such as pop-up overlays, OCR priority classification, dynamically generated DOM elements etc. Show less