Engineering, Software & People

Skills

A practical overview of the tools I use, the systems I understand and how I contribute to a team.

Tools & Methods

Technical Skills

Languages, technologies and engineering methods from my CV and experience. Selected examples show where they are applied. A CV tag marks skills without a dedicated linked experience.

Technical Skills At A Glance
Area	Skills & Technologies	Selected Experience
Programming Languages	Python C CV C++ Java CV SQL JavaScript HTML & CSS CV Bash CV Haskell CV Verilog	Columbo igive Sync Sound
Web & Desktop Applications	React Node.js CV FastAPI Django CV Flask CV REST APIs ORMs CV Axios MUI PySide6 Microsoft SSO / OAuth	igive Columbo Damus
AI & Machine Learning	PyTorch TensorFlow CV LangChain LangGraph RAG LLM Integration Time-Series Forecasting Diffusion Models Variational Autoencoders RNNs & Transformers Darts scikit-learn	Household Energy Forecasting Columbo Damus
Scientific Computing & Data	pandas NumPy SciPy CV Polars CV Matplotlib CV Apache Arrow Parquet Data Preprocessing Model Evaluation Data Visualisation	Damus Household Energy Forecasting Floater Control
Databases & Retrieval	PostgreSQL pgvector Pinecone Redis SQLite Snowflake	Columbo Damus igive
Delivery, Platforms & Testing	Git & GitHub GitHub Actions CI/CD Azure Docker Linux CV Unix CV pytest Cypress Automated Testing	Columbo igive Damus
Networking & Integration	Socket Programming CV TCP / UDP CV DNS CV LAN Access Local Web Hosting Hardware–Software Interfacing RS-232 / RS-422 / RS-485 CAN-Bus Modbus Profibus	Industrial Drive Diagnostics Viridian Glass LiSEC CAD & Parts Reference
Industrial Systems & Maintenance	Electrical Fault Finding CNC Systems PLCs HMIs & SCADA VSD / VFD Parameterisation Lenze Drives & GDC Motors & Servo Systems Beckhoff Industrial PCs Controlled Image Transfers Industrial I/O MEX CMMS Preventive Maintenance SAP Procurement	Viridian Glass Industrial Drive Diagnostics Industrial PC Upgrades
Reporting & Business Tools	Power BI Power Query DAX OData Microsoft Excel Microsoft Applications CV Maintenance & Asset Analytics	Maintenance Systems & Analytics Viridian Glass Household Energy Forecasting
Control Systems & Instrumentation	MATLAB Simulink System Identification PID Control Arduino Mega PWM LabVIEW CV Oscilloscope Operation Waveform Analysis Laboratory Measurement	Floater Control Oscilloscope Practice Current-Measurement Device
Electronics & Circuit Design	LTspice / SPICE Analog Filters Op-Amps, Integrators & Comparators Class AB / BJT Amplifiers Differential & Voltage-Gain Stages Thermal Coupling Ćuk Converters LM337 Regulation Power Management Circuit Prototyping Bench & Load Testing	Ćuk Converter BJT Audio Power Amplifier Analog Filter Design
Digital & Embedded Systems	Boolean Logic Sequential Circuits FPGA Design Concepts Vivado CV ISim Verilog Testbenches ARM Microprocessors CV ESP32-C6 STM32WBA63 CV Embedded C++ I2S Wi-Fi Audio Bluetooth LE Audio CV	Digital Health Monitoring Sync Sound Digital Pulse Divider
CAD, PCB & Technical Drawings	Electrical Drawing Interpretation Mechanical Drawing Interpretation Schematic Capture PCB Layout KiCad CV Fusion 360 CV 3D CAD Bill Of Materials SMD Soldering CV LiSEC Parts Catalogue Spare-Parts Identification	Analog Filter Design Current-Measurement Device Digital Pulse Divider
Software Design & Team Delivery	Object-Oriented Programming CV Design Patterns CV Algorithm Design CV Agile / Scrum Jira User Stories Role-Based Workflows User Training	igive Columbo Maintenance Systems & Analytics

How I Work

Soft Skills

Communication, collaboration and practical judgement, illustrated through the responsibilities and decisions in my experience.

Personal & Team Skills In Practice
Skill	In Practice	Experience
Communication	Explaining technical decisions clearly and helping others use a system.	Maintenance Systems & Analytics igive
Teamwork & Collaboration	Contributing across hardware and software tasks, integrating individual contributions into a shared result.	Sync Sound igive BJT Audio Power Amplifier Ćuk Converter
Leadership & Team Coordination	Taking responsibility for delivery, coordinating activity and supporting adoption.	Maintenance Systems & Analytics Industrial PC Upgrades igive
Organisation & Time Management	Planning upgrades, maintenance activities and sprints around practical delivery requirements.	Industrial PC Upgrades Maintenance Systems & Analytics igive
Problem-Solving	Breaking a fault or design challenge into testable parts and working towards a practical solution.	Industrial Drive Diagnostics Digital Pulse Divider Sync Sound
Critical Thinking	Comparing alternatives, questioning assumptions and using evidence to guide decisions.	Household Energy Forecasting Floater Control Columbo
Adaptability & Continuous Learning	Learning new tools and revising an approach when experiments or integration reveal constraints.	Sync Sound Damus Columbo
Initiative & Ownership	Moving an idea through implementation, evaluation and refinement.	Damus Household Energy Forecasting Maintenance Systems & Analytics
Attention To Detail	Checking configuration, circuit behaviour and data boundaries before drawing conclusions.	Industrial PC Upgrades Digital Health Monitoring Household Energy Forecasting
Creative Thinking	Finding alternative implementations and simplifying designs under real constraints.	Digital Pulse Divider Sync Sound Voltage-Controlled Oscillator
Stakeholder Coordination	Working with clients, users, trades and suppliers to connect requirements with delivery.	igive Industrial PC Upgrades Maintenance Systems & Analytics