CC

Callum Cummins

Recent Computer Science Graduate

CC

Callum Cummins

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Adaptable Computer Science graduate with strong Python skills and hands-on experience developing AI-driven applications, including building predictive ML models for real-world use cases. Passionate about creating innovative solutions that bridge the gap between artificial intelligence and real-world applications.

About Me

Transforming ideas into intelligent solutions through code, creativity, and continuous learning.

My Journey

As a recent Computer Science graduate with First Class Honours, I've dedicated myself to mastering the intersection of artificial intelligence and practical software development. My passion lies in creating intelligent systems that solve real-world problems.

Throughout my academic journey, I've developed expertise in machine learning, building everything from predictive models to sophisticated web applications. My dissertation project, the Gym Goer Web App, achieved a 4.2/5 user satisfaction rating and demonstrates my ability to combine AI capabilities with user-centered design.

I'm particularly drawn to projects that challenge conventional approaches - whether it's fine-tuning BERT models for phishing detection with 97.7% accuracy or creating full-stack applications with intelligent features. I believe the future belongs to developers who can bridge the gap between cutting-edge AI research and practical implementation.

First Class Honours

BSc Computer Science from Keele University

AI Specialist

Expertise in ML, PyTorch, BERT, and predictive modeling

Full Stack Developer

Proficient in modern web technologies and databases

Certified Professional

AWS, Codecademy, and HackerRank certifications

Education

BSc Computer Science

Keele University

Sep 2021 - July 2025

First Class Honours

Key Modules:

Software Development ManagementAdvanced Databases and ApplicationsCommunications and NetworksComputational and Artificial Intelligence

Dissertation: First Class grade of 80%. Gym Goer Web App: Developed a full-stack fitness tracking application with predictive ML capabilities, achieving 4.2/5 user satisfaction and 90% recommendation rate.

Level 3 Extended Diploma in IT

Coleg Cambria

Sep 2019 - July 2021

Merit, Merit, Distinction (MMD)

Key Modules:

Computer SystemsComputer NetworksCyber Security3D AnimationGame DesignIT Project Management

Recent Certifications

Exploring Artificial Intelligence: Use Cases and Applications

AWS Training & Certification

View Credential
Aug 2025

Getting Started with Natural Language Processing

Codecademy

View Credential
Aug 2025

Learn Prompt Engineering

Codecademy

View Credential
Aug 2025

Python (Basic)

HackerRank

View Credential
Aug 2025

Beyond Code

Team Player

Love collaborating, feedback loops, and clean hand-offs

Fitness & Discipline

Regular training; consistency > intensity

Bouldering

University comps; problem-solving on the wall

Tutor & Mentor

Volunteer programming tutor for local students

Coffee-Fueled

Productivity powered by pour-overs

Currently: refining my Movie-Explorer web app and studying AI concepts.

Skills & Expertise

Hands-on experience in programming, AI/ML, and web development with a proven ability to turn concepts into production-ready solutions.

Programming & Development

Languages

PythonJavaScriptTypeScriptPHPJavaSQLHTML/CSS

Frameworks

ReactNext.jsTailwind CSSFlask

Libraries

scikit-learnPyTorchjQueryTkinter

How I use these

I use languages like Python, JavaScript, and PHP to build full-stack applications and integrate AI models into production systems.

Featured Projects

A showcase of personal projects and coursework combining AI, web development, and user-centered design.

Gym Goer Web App - Dissertation Project
AI/MLWeb Development

Gym Goer Web App - Dissertation Project

Full-stack fitness tracking application with predictive ML capabilities using custom AI models for exercise progress prediction.

Tech Stack

HTML/CSSPHPPHPmlJavaScriptTailwind CSSMySQL+1 more

Key Features

  • Custom AI model using SVR/Linear regression
  • Google Maps and OpenWeather API integration as well as own RESTful API for saving running routes
  • Agile development with user feedback iterations
  • 4.2/5 user satisfaction rating
  • 90% recommendation rate
Phishing Email Detector
AI/MLData Analysis

Phishing Email Detector

Advanced email security application using BERT for phishing detection with high accuracy classification.

Tech Stack

PythonPyTorchBERTTkinterPandasHugging Face

Key Features

  • Fine-tuned BERT model on CUDA GPUs
  • 97.7% validation accuracy
  • OCR and clipboard input support
  • End-to-end data pipeline
  • Real-time classification
Movie Explorer
Web DevelopmentAI/ML

Movie Explorer

Modern React application with AI-powered movie summaries and responsive design.

Tech Stack

ReactViteTailwind CSSOpenAI APITMDB APIAxios

Key Features

  • Real-time AI movie summaries
  • Trending and top-rated movies
  • Modern component-based architecture
  • Responsive design
  • Numerous dynamic filtering options
3D-Globe
Web DevelopmentAI/ML

3D-Globe

An interactive 3D globe web app that lets users click on countries to explore AI-generated facts, landmarks, languages, and fun trivia. It combines data visualisation, geospatial processing, and AI integration.

Tech Stack

Next.jsTypeScriptThree.jsReact Three FiberD3-GeoTailwind CSS+1 more

Key Features

  • Interactive 3D globe with orbit controls
  • Country detection using ISO3 codes and GeoJSON
  • AI-generated summaries, landmarks, languages, and fun facts
  • Dynamic country highlighting with 3D jenga-piece style extrusion
  • Search functionality for countries and cities

Explore More Projects

Check out my GitHub for additional projects, contributions, and code samples.

Work Experience

Building practical skills through hands-on experience and real-world problem solving.

Summer Labourer

Self Employed Handyman (Family Business)
Summers 2021 - 2024
Buckley
work

Assisted with construction and landscaping projects including patios, fencing, and general repairs.

Apprentice (Traineeship)

ATS
Mar - Aug 2019
Flint
work

Handled workshop organisation, customer service, and inventory management in automotive environment.

Get In Touch

Let's Connect

I'm always interested in discussing new opportunities, innovative projects, and potential collaborations. I'd love to hear from you.

Available for opportunities

Open to full-time positions