Ewan Kambang

Ewan Kambang

AI and Computer Science Graduate
United Kingdom

About Me

Recent computer science graduate, with strong interest and knowledge in artificial intelligence and machine learning. Specialise in Python with proficiency in Java, C/C++, SQL/postgreSQL/NoSQL , C#. Experienced in Linux/…

Experience

Core team contributor

Team Project: App Development - Ruby on Rails, Change of Status
Jan 2023 - Jan 2023

<p>Developed an app solution where the status of applications made by students can be kept track of across various academic departments and faculties.<br>
Used MVC architecture using Ruby on Rails.<br>
Designed database schemas.<br>
Implemented a backend system utilising ActiveRecord for seamless interaction with relational databases (SQL, PostgreSQL, etc.) in regards to student and staff data.<br>
Used ETL processes for migrating data from university database via epiGenesys API.<br>
Used Docker for managing containerized infrastructure and consistent development and deployment environments.<br>
Applied project principles including team mobilization, interdependencies, timelines, and agile methodology.</p>

Developer

Project: IoT Wi-Fi Provisioning on ESP32-S3 (C++)
Jan 2023 - Jan 2023

<p>Developed a system using ESP32-S3 microcontroller as access point to serve HTML pages to external devices and facilitate Wi-Fi provisioning.<br>
Performed over-the-air (OTA) updates with LED indicators to track progress of update.<br>
Gained hands-on experience in embedded systems programming in C++ with network configuration, server communication/scripting and user hardware interactions.<br>
Handled HTTP requests and responses inside microcontroller, allowing users to configure network settings.</p>

Developer

Project: Modelling, Unity Implementation - Final Year Thesis
Jan 2023 - Jan 2023

<p>Mathematically modelled behaviour for individual predator and prey agents using Craig Reynolds’ Boids model.<br>
Implemented the model in Unity to create an agent-based simulation of a herd of prey being hunted by a group of predators.<br>
Gained considerable experience developing in Unity development platform.<br>
Modelled simulations mathematically.<br>
Evaluated constraints of models.<br>
Became proficient in C#.</p>

Team leader

Team Project: Turtle Bot Robotics
Jan 2022 - Jan 2022

<p>Teamed up to add functionality to a Turtlebot robot to enable it to explore environments without hitting obstacles.<br>
Awarded team leader responsibility based on programming ability and adaptive communication.<br>
Mobilised a failing team to beat the project deadline with an 8-week turnaround.<br>
Took responsibility for team grasping the problem and goals while completing own tasks.<br>
Gained proficiency in the Robot Operating System (ROS) framework.<br>
Gained competence in utilising libraries such as Pandas and NumPy in Python.<br>
Used Linux Shell to efficiently query and transform sensor and telemetry data in simulation alongside SLAM and in the physical world.<br>
Applied a project management approach using a Ganj chart for timelines, sub-task interdependencies, and contingencies.</p>

Developer

Project: Independent Object Tracker, on Jetson Nano - Computer Vision
Jan 2020 - Jan 2020

<p>Programmed Jetson Nano and Pi camera to recognise object colour and face and move camera to track an object.<br>
Gained valuable insight into fundamental computer vision methodologies.<br>
Used OpenCV library to implement color detection (masking), facial recognition and feature detection (machine learning).<br>
Designed and 3D-printed housing for servos and camera using CAD software (Fusion 360).<br>
Coordinated servos to manoeuvre camera so device can rotate to follow objects of specific color or facial features.</p>

Online Shopper

Sainsburys
Jan 2019 - Jan 2019

<p>Completed online ordering process made by customers on a daily basis.<br>
Praised for engagement, collaboration, patience, trust-building and customer-centric communication skills.<br>
Met targets for orders completed within time targets.</p>

Demo Service Salesperson

Costco
Jan 2018 - Jan 2018

<p>Assimilated product overviews and demonstrated a range of products to Costco members in a large retail site.<br>
Received positive feedback for boosting sales by engaging and pitching benefits to members using customer-centred influence skills.</p>

Healthcare Assistant

NHS
Jan 2018 - Jan 2018

<p>Provided high-standard healthcare service in a ward mainly comprised of Alzheimer’s patients requiring specialized care.<br>
Recognised for compassionate and patient-focused communication skills and adapting well to a fast-paced workplace.<br>
Successfully fulfilled tasks within established healthcare protocols.<br>
Contributed to overall team efficiency.</p>

Skills

Developer Software Machine Learning Algorithms Python Java C++ SQL PostgreSQL NoSQL C# Linux Unix TensorFlow Scikit-Learn PyTorch OpenCV Matplotlib Ruby on Rails MVC ActiveRecord Docker ETL API integration ESP32-S3 HTTP Unity Boids model Robot Operating System (ROS) Pandas NumPy Linux Shell SLAM Computer Vision CAD Fusion 360 Git Machine Learning Deep Learning Convolutional Neural Networks Transfer Learning Recommender Systems Gradient Descent Logistic Regression MongoDB JavaScript Haskell 3D Computer Graphics Feature Detection Feature Tracking Image Processing Cybersecurity Robotics IoT
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