University

NTU Futures Award (2025/26)

1st Year Average: First Class

  • Developed skills in MATLAB, Autodesk Fusion 360, LTSpice, TinkerCAD, KiCAD, AnSys


Extra-curriculars

  • Mathematics Tutoring (A-Level, GCSE)

  • Electronics projects & Seminars

  • Taekwondo Society (Yellow Belt)

Sixth Form (4 courses)

Student of the Year (2024/25, female)

A*AB in Mathematics, Further Mathematics, and Physics
Distinction * (Distinction Star) in Computing BTEC

  • Completed Further Mathematics in personal time

  • Developed Video Game in Khan Academy


Programming

  • Python (IDLE, Visual Studio, Jupyter)

  • JavaScript (JsNode)

  • C++ (Arduino IDE)

  • MATLAB

University

Headphone Stand

Designed with an additional phone stand for high functionality and versatility for a personal display.


SensoBin: Smart Bin

A smart bin designed to tackle waste disposal across East Africa.
Completed as part of Grand Challenge 2026

Analysis of Honda GP160 Engine

CAD models: air filter, air filter cover, pull starter, oil level sensor, spark plug, exhaust silencer, air intake
Created the Bill of Materials
Completed for Rev Eng (Reverse Engineering) project


Additional projects

40+ CAD models in 1st year (Fusion 360)
Soldered LED matrix & melody generator

Personal Projects

Robot Arm

Programmed using Arduino IDE, Visual Studio Code


Data Handling

IEUK 2026 (Internship Experience UK), VIP Top 50, Summer of 1st Year
Identifying anomalous flight log data

GUI (Graphical User Interface) via Screens

Programmed using Arduino IDE, Squareline Studio
Using ESP32S2 LCD Touch 1.46" Round Screen


Additional projects

Traffic System using LEDs
Game on an LCD screen

Sixth Form

Platformer Game

Developed game targeted towards youths ages 11+
Level-based platformer
Created using Khan Academy

Contrail Prediction Algorithm

CREST Gold Award (70+ hours of research)
At Cranfield University, via the Nuffield Research Placement Scheme, Year 12


Additional

Mathematics Tutor for A-Level & GCSE Students
Silver Award, Senior Mathematical Challenge
Best in Further Mathematics, Mathematics & Computing
Host for Robotics Enrichment Week Workshop

Headphone stand


FeatureRestriction
Materials & Quantity RestrictionsPoplar Wood: 400 x 300 x 3.8 mm, PLA: 100g
Load1kg load (headphones), 250g load (phone holder)
Factor of Safety (FoS)5.792 (aimed for 2-3)
Ergonomic ConsiderationsModularity, stand angle, height
Manufacturing Techniques & Time7 hours (laser cut, 3d print, assembly)
Fasteners Used2x6mm bolts, 4x6mm nuts, 2x3mm bolts, 4x3mm nuts
PortabilityCan be deconstructed; moving hinges for phone stand
Headphone stand Initial sketches

At least 10 iterations were conducted as the design evolved to reduce material costs and match the practical scenario as closely as possible.

Headphone stand, top view
  • Flexible

  • Holes on the stand for ease when routing cables

  • Lightweight for portability

  • No glue required for assembly

  • Incorporates poplar wood for sustainability

  • Reduces the likelihood of collecting dust over time

Headphone stand technical drawings
Headphone stand display

I executed my design under the given constraints for poplar wood and PLA and challenged myself to create a design that is efficient and includes additional functionality.

Analysis of Honda GP160 Engine


The Honda GP160 Engine is a four-stroke engine, typically utilised in light-duty applications such as aerators, pressure washers and water pumps. Lior, N. & Rudy, G. J. (1988) identify the functions of a four-stroke engine to involve:

  1. Intake of the mixture of fuel and air by the cylinder

  2. Compression of the mixture using the piston

  3. Immediate combustion of the mixture

  4. Expansion of the products of ignition, moving the piston

  5. Escape of trapped gases via the exhaust valve

There were several assumptions made when researching information to appropriately estimate the materials and costs for each part name.

  1. Genuine parts were prioritised, unless the parts could not be found; non-genuine parts may have been used otherwise.

  2. GP160 parts were prioritised, unless the parts could not be found; similar parts from the improved GP200 engine or the Honda GX Series were included otherwise.

  3. The price estimations for each part were sourced from L & S engineers, Garden Hire Spares, HTS Spares, eBay, AliExpress & Amazon.

  4. Note: The heat shield for the governor arm/cylinder head could not be found, so the cost was estimated based on the cost of aluminium sheets (on Amazon) with typical costs for welding services.

SensoBin: Smart Bin


This project initially aimed to develop an innovative solution that would encourage Tourism in East Africa.

After analysis and research on the pre-existing facilities at many hotels and nature reserves, the scope evolved to tackle a major issue that is prevalent across East Africa and in many places in the world: poor waste management.

Many locations still rely on the use of disposing all waste in landfills, which leads to overflows that pollute the environment and can cause significant damage or even death.

  • Smart waste classification system (prototype used yolov5)

  • Compactor system to maximise usage of space and mitigate overflows

  • Loyalty system (for demos in nature reserves)

Through this, I developed skills in:

  • AnSys quality assurance through material analysis

  • deploying, testing, and refining models

Data Handling


This page is a work in progress.

Platformer Game


This page is a work in progress.

Contrail Prediction Algorithm


Temperature, humidity and pressure can be related to each other to aid the use of this theory: partial pressure is the measure of water particles present in air/vapour, and represents the tendency of a material to change into a gaseous state; saturation vapour pressure, specifically, is the partial pressure exerted by a vapour when in a state of equilibrium, where neither evaporation nor condensation occurs and the material stays in its current state. Humidity (φ) is the ratio of partial pressure (p) to the saturation vapour pressure.

φ = 100% ⋅ p / ps

To obtain the saturation vapour pressure over water and ice, the Goff-Gratch model equation was used to derive these values, based on experimental use of the SAC, which these researchers regard as reliable formulae for calculating saturation vapour pressure.

D. P. Duda and P. Minnis (2009), as well as U. Schumann, use the Schmidt-Appleman Criterion (SAC) as one of the conditions required for contrail cirrus. The SAC computes a theoretical temperature threshold at which the mixture of the aircraft engine exhaust and the ambient air reaches saturation with respect to water.

Flowchart of interpreter algorithm for flight data

The dataset originally used an interpreter algorithm to export and save each sample of data to an Excel file (Fig. 5). The original algorithm was improved by including functionality to loop over all files in a folder, thus fully automating the data acquisition phase etc. The refinement of the original algorithm required debugging and tracing, as many iterative functions were required for each column of the dataset.

© Esther Asikhia.