Charlie Carpenter – Passionate About Machine Learning and AI Innovation
me@charliecarpenter.com | (U.K.) +44 (0) 7780 717679 | (SG) +65 8332 9858
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Professional Summary
Hi there! I'm Charlie Carpenter, I have a First-Class Honours Degree in Computer Science from Durham University, where I received the Individual Project Prize for the highest-graded dissertation. I am now currently working towards an MSc in Signal Processing and Machine Learning from Singapore's Nanyang Technological University. I bring both technical expertise and a drive for impactful solutions. My projects span blockchain-based ticketing systems, augmented reality tools, and machine learning applications, each designed to address real-world challenges through innovative technology.
Diverse Work Experience: My professional journey has involved collaborating across global teams and delivering user-centered solutions in fast-paced environments. From software for major sporting events to user-driven applications, I am adept at managing complex projects with a clear focus on results.
Award-Winning Projects: I’ve developed an AR spellchecker that won top prize at the Durham Hackathon, a blockchain ticketing app to combat fraud, and several machine learning tools. Each project reflects my commitment to harnessing technology for positive impact utilising a broad range of different programming language.
Leadership & Management: My experiences have equipped me with strong leadership skills and a systematic approach to project management. I’m comfortable leading teams, coordinating projects, and optimising processes to ensure seamless and successful outcomes.
Cyber Security Analyst
Enhanced third-party risk oversight by optimising BitSight’s cybersecurity risk management tool, improving board-level visibility of security ratings. Managed Cyber Essentials Plus (CE+) compliance for 4,500+ partners, coordinating risk assessments and ensuring certifications remained up to date.
Software Engineer Intership
Collaborated on projects enhancing online user engagement for a major sporting world cup, identifying critical GitHub bugs that enabled global deployment. Authored a detailed technical product proposal, translating complex technical concepts into actionable insights for clients.
Event Management
Royal Air Force Cadets (U.K)
Organised 25+ events for 600+ paying guests, managing a £150k+ budget and supplier coordination. Increased user satisfaction by 85% and revenue by 40%. Implemented an online PayPal card payment system, cutting admin time by 75%.
Royal Air Force Cadets (U.K)
Royal Air Force Cadets (U.K)
Led a team of 15 senior staff to organize weekly leadership, fitness, and aviation training for 150+ cadets. Achieved merit in RAF Cranwell’s management training course and attained the highest cadet rank, strengthening leadership and team management skills.
MSc In Machine Learning & Signal Processing (Jan - Dec 2025)
Studying within the globally ranked School of Electrical and Electronic Engineering.
Subjects: Artificial Intelligence & Data mining, Genetic Algorithms & Machine learning, Machine Vision,
Projects: Semantic Stock Prediction and Portfolio Optimisation Software
BSc Computer Science (Hons) (2021-2024)
1st Class Classification (75%)
Final Year (80%) - Project Management (91%), Final Academic Project on blockchain decentralised applications (87%), Computer Vision (86%), Virtual and Augmented Reality (86%), Human-AI Design (78%), Reinforcement Learning (72%), Recommend Systems (72%), Multimedia and Game Development (68%), Deep Learning
1st Class Classification (75%)
Final Year (80%) - Project Management (91%), Final Academic Project on blockchain decentralised applications (87%), Computer Vision (86%), Virtual and Augmented Reality (86%), Human-AI Design (78%), Reinforcement Learning (72%), Recommend Systems (72%), Multimedia and Game Development (68%), Deep Learning (61%).
Penultimate Year - Programming Paradigms, Theory of Computation, Networks and Systems, Artificial Intelligence, Data Science, Software Engineering.
First Year - Open Source Project Programming, Computational Thinking, Algorithms and Data Structures, Computer Systems, Mathematics for Computer Science, Introduction to Astronomy.
Activities and societies: Lacrosse, Running, Finance committee, Scuba Diving, Badminton, Comp Soc, Hackathons, Durham University Charity Committee.
A Level (2019-2021)
A Level (2019-2021)
Computer Science - A*
Physics - A
Mathematics - A
As part of my schools Head team of my I led presentations on important topics such as mental health, race, and bullying to audiences of over 600 people. Through weekly meetings, I actively contributed to improving students' wellbeing. Working closely with a dedicated team of 14 individuals,
Computer Science - A*
Physics - A
Mathematics - A
As part of my schools Head team of my I led presentations on important topics such as mental health, race, and bullying to audiences of over 600 people. Through weekly meetings, I actively contributed to improving students' wellbeing. Working closely with a dedicated team of 14 individuals, we effectively raised awareness and fostered a supportive school environment.
During my Computer Science coursework, I collaborated with a local pub to develop an online food and drink ordering system. Utilising Flask for the backend and Bootstrap for the frontend, this system enabled the pub to continue its operations seamlessly throughout the COVID-19 pandemic.
Activities and societies: Rugby, Hockey, Sailing, Graphic Design, Electronics Club, Debating Team.
Highlights . . .
Semantic Stock Prediction and Portfolio Optimisation Software
Developed a software platform integrating BERT-based sentiment analysis with machine learning models for stock prediction, comparing traditional methods with semantic-aware approaches. Designed a reinforcement learning-driven portfolio optimisation module to maximise returns while minimising risk.
AR Handwriting Spellchecker with AI Powered Optical Character Recognition
Built an augmented reality tool for real-time spell checking and translation, achieving 98% accuracy to assist individuals with dyslexia. Winner of Durham Hackathon 2023 and 3D Technology & AI Assistant categories, competing against 500+ participants.
Efficient Image Classification with MobileNet (CIFAR-100)
Engineered an ultra-efficient MobileNet-based CNN with just 102,916 parameters, optimising for low-memory environments while maintaining strong performance. Achieved an impressive 60% accuracy on CIFAR-100’s 100 classes using depth-wise separable convolutions, regularisation, and extensive data augmentation.
Blockchain Based Ticketing Application
Designed an NFT-powered ticketing platform with smart contracts to eliminate fraud and scalping while enabling dynamic pricing. Built a full-stack dApp with real-time updates using Solidity, Ethereum, Polygon, and Hardhat.
Deep Learning Based Adaptive Film Recommended System
Built a hybrid recommendation model combining collaborative and content-based filtering, leveraging a CNN in PyTorch for dynamic updates. Achieved strong performance with an RMSE of 0.68 and a novelty score of 3.2 on a 100K+ film dataset.
VR Rendering System with Custom Physics Engine
Built a precise motion tracking system using IMU data, integrating a physics engine with collision detection, gravity, and air resistance. Optimized rendering with a Level of Detail (LoD) system, improving efficiency by 32% while maintaining visual fidelity.uestions, so everybody benefits.
Highest Dissertation Academic Award
On the 3rd of July 2024, I graduated from Durham University with First Class Honours. My academic journey culminated in a final project titled 'Designing and Analysing the Applicability of a Blockchain-Based Event Ticketing System,' which received the highest mark in my cohort (87%) and awarded Individual Project Prize (BSc) . This achievement reflects my ability to tackle complex challenges and deliver innovative solutions.
Winning Durhack
I had an incredible experience at DurHack, one of the largest hackathons in the UK. Hackathons are intense, collaborative events where teams work on innovative projects. At DurHack, which lasted 24 hours and featured over 500 participants, my team developed "Handwrite AR," a spell-checking tool for handwriting. Our project won the Overall Prize, the Waterstons Prize, and the Bede Gaming Prize. This event was a significant learning opportunity for me, enhancing my skills in C# and GitHub, teaching me valuable lessons in teamwork and problem-solving. Presenting our project to all the participants was a challenging yet rewarding experience that honed my public speaking skills. This achievement not only solidified my technical abilities but also boosted my confidence in tackling complex problems and collaborating effectively with others.
Durham St Marys College Full Colours
I was honoured to receive a Full Colours Award in recognition of my significant contributions to college life at University. This prestigious award is given to students who have shown exceptional dedication and made a lasting impact within the college community.
As part of my efforts, I took on a leading role in organising and running various events throughout the academic year. My goal was to create a vibrant and inclusive environment where all students felt welcome and engaged.
Duke of Edinburgh Bronze, Silver and Gold Awards
In 2021, I received my Duke of Edinburgh Gold Award at Buckingham Palace, having completed the Bronze, Silver, and Gold levels. Throughout this journey, I raised funds to help replace the roof of a local church, taught survival skills and cyber awareness to younger students, and represented my school in rugby, hockey and cricket matches.
The expeditions in the Peak District and Lake District, where I walked over 25 kilometers a day, tested my endurance and resilience. This experience instilled in me valuable lessons in leadership, teamwork, and perseverance.
Prizes Awarded at Greshams School
During my time at Gresham's School, I was honoured with prestigious awards for my outstanding achievements in both Computer Science and the Cadets program. In Computer Science, my ability to solve complex problems and develop innovative solutions earned me top recognition, reflecting my technical skills and academic excellence. Simultaneously, my active involvement in the Cadets, where I demonstrated leadership, discipline, and a commitment to service, was acknowledged with an award for outstanding contribution. These accomplishments highlight my dedication to both academic pursuits and extracurricular activities, showcasing a well-rounded foundation for my future endeavours.
Achieved Merit at Air Cadet Leadership Course
During the challenging Air Cadet Leadership Course (ACLC) in the UK, I demonstrated exceptional leadership and teamwork abilities, earning a merit in one of the most demanding cadet programs. I honed my delegation skills by effectively leading various command tasks, emphasising the importance of team collaboration. My commitment to discipline was showcased through regular room inspections and maintaining high standards, even while staying in a bivy in the woods for two nights. Additionally, my precision and focus were recognised when I achieved the Best Shot Award in the shooting competition. These experiences reflect my dedication to excellence and ability to lead under pressure. During my time in the cadets I worked up to the highest rank of Cadet Warrant Officer.
PADI Scuba Diving
I have a deep passion for scuba diving, which has taken me to underwater adventures both in the UK and across Asia. I hold several certifications, including PADI Advanced Open Water, PADI Dry Suit, and PADI Enriched Air Diver, and have completed over 25 dives. Scuba diving is not only fun and rewarding but also teaches invaluable skills such as handling pressure and teamwork with a dive buddy.