BSc Physics graduate from the University of Sheffield with robust academic foundation in theoretical physics and computational methods. Recently completed the IBM Data Science and IBM AI Engineering Professional Certificates, establishing advanced competencies in machine learning, statistical analysis, and AI engineering. Proficient in developing sophisticated engineering solutions integrating hardware and software, including a fully autonomous drone system with custom-configured flight controller and embedded software, and an IoT-based wildfire detection system utilizing LoRaWAN sensors with machine learning predictive capabilities. Extensive experience in automation technologies, intelligent AI agents, and embedded systems. Seeking opportunities to advance technological innovation through applied AI, automation, and hardware integration in professional engineering environments.

Technical Skills

Programming

PythonC++CJavaScriptMATLABRHTML/CSSVHDLDart/Flutter

Machine Learning & AI

TensorFlowPyTorchKerasscikit-learnCNNsNLPTransformersComputer VisionLLM Fine-tuningRandom ForestDecision TreesNeural Networks

AI Development

Model DeploymentModel TrainingModel OptimizationAI System ArchitecturePrompt EngineeringOpenAI APIDiffusion ModelsGPT Models

Web & API

FlaskReactNext.jsRESTful APIsOAuthWeb AutomationFirebaseSQL/SQLitePlaywright

IoT & Embedded

ArduinoRaspberry PiESP32LoRaWANPID ControlMQTTGPS SystemsTelemetrySensor Integration

Tools & Platforms

GitReplicate APIWeather APIThe Things NetworkLeaflet.jsIBM Watson StudioETL PipelinesLabView

Education

BSc Physics

2020 - 2024
University of Sheffield | 2:1 Classification (Upper Second-Class Honours)

Programming & Technical Modules

Advanced Programming in Python82%
Programming in Python78%
Physical Computing70%
Physics with LabView67%

Physics Core Modules

Physics of Materials75%
Atomic and Laser Physics69%
Particle Physics67%
Solid State Physics66%
Nuclear Physics66%
Classical and Quantum Physics64%

A-Levels

2018 - 2020
Eckington Sixth Form
PhysicsA
BiologyA
ChemistryB

Professional Certifications

IBM AI Engineering Professional Certificate

August 2024
Coursera

Comprehensive 6-course program covering advanced Machine Learning, Deep Learning, and AI Engineering topics. Gained hands-on experience with industry-standard tools and frameworks for building and deploying production-ready AI models.

Key Skills:

TensorFlow, Keras, PyTorch, scikit-learn, Model Deployment, Neural Networks, Computer Vision, Model Optimization

Results:

Learned to use IBM Watson and deployed a traffic light identification algorithm that achieved 98% accuracy in a real-time image processing pipeline after thorough data cleaning and optimization.

IBM Data Science Professional Certificate

July 2024
Coursera

Intensive 12-course program covering the complete data science workflow from data collection to insights delivery. Developed end-to-end data science projects using industry-standard methodologies and tools.

Key Skills:

Python, SQL, Data Analysis, Statistical Analysis, Machine Learning, Data Visualization, IBM Watson Studio, ETL Pipelines

Results:

Developed a SpaceX Falcon landing prediction classifier that achieved 80% accuracy in modeling launch success rates by leveraging data from launch locations, historical launches, and weather conditions after thorough data cleaning and feature engineering.

Key Projects

Wildfire Detection System (IoT + Machine Learning)

University of Sheffield Research Project 2024

Developed a comprehensive real-time fire detection system using IoT sensors to monitor environmental conditions across multiple locations. Implemented Raspberry Pi Zero W as the main controller with LoRaWAN sensors for long-range wireless data transmission. Integrated Random Forest and Decision Tree models to analyze environmental data and deployed a machine learning prediction model on a live web interface with interactive mapping, trained on NASA FIRMS and satellite data.

Raspberry PiLoRaWANMQTTThe Things NetworkRandom ForestDecision TreesFlaskSQLiteLeaflet.js

Home-built Autonomous FPV Drone with iNav Autopilot

Personal Hardware Project 2024

Designed and built a fully autonomous FPV drone from scratch, integrating an F7 flight controller, 4-in-1 ESCs, telemetry modules, and GPS systems for precise navigation. Configured iNav firmware for autonomous waypoint navigation, implemented PID tuning for flight stabilization, and developed failsafe protocols for emergency situations. The system includes custom electronics integration and sensor fusion for reliable autonomous operation.

F7 Flight ControlleriNav Firmware4-in-1 ESCsGPS NavigationTelemetryPID ControlAutonomous Systems

Imagine You - AI Personal Image Generation App

Flutter Mobile Application 2024

Developed a sophisticated Flutter application enabling users to create personalized AI image models of themselves and generate custom images across various styles and scenarios. Implemented a complete pipeline for training custom FLUX.1 diffusion models using the Replicate API, with a robust architecture for user authentication, photo management, and model deployment. The app features an interactive chat interface and advanced image generation settings.

FlutterFirebaseDiffusion ModelsReplicate APICustom Model TrainingProvider Pattern

Work Experience

Team Leader / Supervisor

Meltdown-Wetherspoons | February 2022 - November 2023
  • Managed daily operations and led staff training in high-volume city venues
  • Coordinated workflow processes to maximize efficiency during peak service periods
  • Developed and implemented crisis management strategies for busy service environments
  • Supervised team members, providing performance feedback and development opportunities

Bartender / Front of House

Various Establishments | September 2018 - October 2021
  • Delivered exceptional customer service in high-end dining environments
  • Maintained strong communication between kitchen and front-of-house staff
  • Managed complex drink orders and maintained product knowledge
  • Recognized for meticulous attention to detail and customer satisfaction
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