About
I'm a Mechanical Engineer turned Automation Test Engineer with passion for building machine learning models and exploring countless ways it can be implemented in the real world. My latest project of Dynamic Risk Assessment System aims to monitor machine learning models in production for all stakeholders and automatically trains and deploys new model as new data arrives. Right now, I'm working on programming an Operating system for maximum optimisation of resources in Augmented Reality.
I have also been working on a prototype towards the start-up that I envisioned in augmented reality, requiring extensive knowledge of computer architecture and computer vision with integration of electronic engineering and mechanical engineering. I appreciate the complexity of all engineering categories and am intrigued about how all of them can be combined to facilitate the growth of technology. I strongly believe that I can contribute to projects of such importance and intricacies.
Achievements
Perfect Score in Final Year of Fluids and Heat Transfer Exam| Coventry University|2020
Highest Percentage in Electrical Science Module| Coventry University| 2018
Bronze award in both Junior and Senior Mathematical Challenge| United Kingdom of Maths Trust | 2017 & 2013
Professional Background
Software Dev & Testing | September 2020 - Present
Data Science| December 2020- Present
Machine Learning | September 2020- Present
Computer Architecture | December 2020 - Present
Mechanical Engineering | Sept 2017 - July 2020
Current Goals & Ongoing Projects
Ongoing Projects
Vision X
A prototype that allows Augmented Reality to be taken to the next level, making it more commercially used around the world and improving on the current limitations on AR technology.
Gear V
A VR prototype that immerses users in a virtual world with a full sensory engagement - touch, smell, taste, sound and sight -- combined with complete freedom of movement, setting a new standard for immersive experiences.
Industrial Experience
Visual Quality Software Engineer
V-Nova
October 2022- Present (1 year)
Working closely with the Commercial team to truly show to customers the capability of LCEVC technology and improve the ecosystem adoption of our product.
Responsibilities includes:
Automating process to produce VQ data in a presentable manner.
Implementing solutions of our product in the Video Quality Framework (VQF)
Achievements:
Developed a AWS search end-point for listing all the instance details to allow users to launch their chosen AWS instance via the UI.
Implemented AWS node initialisation for running PArallel PErformance Runner (PAPER) and integrated it with the UI.
Automatically launching EC2 instances at scale and dynamically creating templates based on user selection.
Implemented parallel CPU runs to test Video Quality of different videos with vmaf, PSNR, SSIM, MS-SSIM
Linked and utilised MySQL database in multiple frameworks to store & retrieve the results.
Refactoring and Development of new Features on Video Quality Framework (VQF)
Improving performance of existing VQF by implementing Multi-processing and Identifying bottlenecks.
Enforcing User level Logs to inform the User for reasons of failure after completion of session on VQF.
Configuring New Machines/ Servers by using Ansible.
Managing Database versioning by using Alembic.
Building docker images using DockerFile & concourse pipeline.
Design & Develop intuitive and responsive interfaces for data analysis and visualization
Planning and Executing Database Migration to implement AI Features into VQF.
Currently working on Developing Machine Learning Model to predict optimal encoding parameters based on content (video) selection.
Graduate Automation Test Engineer
The Software Institute
Consulting for Qualitest & BT
August 2021- September 2022
Working as an ISTQB Certified Automation Test Engineer with the British Telecom(BT), Automating the work process while testing difficult scenerios in e-Sims, IP Multimedia Subsystems(IMS) & 5G Network.
Cloud Services
Python, Java, Selenium and Cucumber for Automation
Jenkins, Heroku, AWS & Github actions for CI/CD pipelines
Jira and Kanban Board for planning
Behaviour Driven Development (BDD) & Test Driven Development (TDD)
Git and Github for version control
SIP, Diameter
Composing of Test cases from key requirements.
Testing and Software Documentations
Test Plan
Test Exit Reports
Weekly Status Reports
Software Requirement Specification
Delivered robust support to senior engineers managing day-to-day organisational functions
Automated the estimation of structural cost by creating a script in Python
Using Hyperworks carried out analyses on strength, safety, and environmental consideration of buildings.
Read and interpreted blueprints,technical drawings, schematics, and computer generated reports.
Analysed and verified with senior engineers the energy savings calculations to promote environmntal sustatinability and energy conservation to meet aggreessive project requirements
Performed CAD design & Heat Transfer Analysis of Heat exchangers on an occasional basis.
Junior Engineer
Riztech Construction Ltd
May 2018- June 2020
Education
BEng. Mechanical Engineering
Coventry University
September 2017- July 2020
First class honours- 76%
Dissertation:
- Design and Development of prosthetic arm using a digital control panel
Projects:
Self balancing robotic tray system| Kitau Robotics| May 2020
Designing of Sustainable Education Device| Google Ventures Sprint Design | Dec 2019
Optimisation of Mass and Vibrations of a Bicycle bracket & Bridge| Finite Element Analysis|Dec 2019
Designing an AI Control System for an Autonomous car| Control & Systems Engineering| Dec 2019
Assisted on Dissertations:
- Design and Development of prosthetic arm using a digital control panel
AWS Machine Learning Speciality | Udemy | July 2022
Machine Learning DevOps Engineer| Udacity| Feb 2022
Tensorflow Developer Certificate| Tensorflow Certificate Program - Google Developer Certification| Jan 2022
Deep Learning Specializatiton| Deep Learning.AI| Dec 2020
Machine Learning | Stanford Online | Oct 2020
Data Science Professional Certificate| IBM| Jan 2021
ISTQB Certified Tester Foundation Level| Brightest| August 2021
Complete Linux Training Course | Udemy | Nov 2023
Open Source Software Development, Linux and Git Specialisation| The Linux Foundation | Aug 2021
5G System Engineering| Institute of Telecommunication Professionals(ITP) | Ongoing
IMS and PCC System Engineering| Institute of Telecommunictions Professionals(ITP) | Jan 2022
AWS Certified Machine Learning - Specialty
AWS Certified Solutions Architect - Associate| AWS | March 2022
