About Me

Hi, I am Andrei Gheorghe,
a Machine Learning & Audio Developer, Creative Technologist, and Full-Stack Engineer with 5 years of professional software engineering experience building robust systems, interactive audio tools, and embedded hardware.

Professional Background

My professional engineering foundation spans cloud-native architectures, distributed backend services, serverless microservices, and modern web applications with a strong focus on system reliability, test automation, and clean design:

Thales (2025–present): Cloud-native satellite processing modules for the EGNOS Test Bed using Kubernetes, NATS, Argo, PostgreSQL, InfluxDB, Keycloak, and Grafana
Verified (2024–2025): Serverless AWS Lambda microservices, WCAG-compliant accessibility architecture, and automated workflow tooling
Reevotech (2022–2024): Legacy modernization to NestJS, React, and TypeScript with end-to-end Playwright and Jest test suites
CoreAI (2021–2022): High-throughput data processing and interactive visualization pipelines with React, D3.js, FastAPI, RabbitMQ, and Celery

Audio Programming & Machine Learning

A core focus of my work is building intelligent tools and computational instruments that bridge signal processing, machine learning, and creative software:

Audio Plugins & VSTs: VST development with C++ and JUCE, including evolutionary MIDI sequence generation via genetic algorithms
Audio Processing & Analysis: Stem separation, audio transcription, and spectral analysis using Python, Demucs, and Librosa
Machine Learning & Generative Systems: GAN-based spectrogram generation (StyleGAN2, PyTorch) for real-time facial acoustic synthesis
Speech & Audio AI: Automated speech-to-text and subtitle pipelines using Whisper and AssemblyAI

Physical Instruments & Embedded Hardware

I actively design and build physical instruments, custom controllers, and embedded systems:

Physical Instruments & Controllers: Wireless MIDI and OSC controllers built on ESP8266 and Teensy 4.1 microcontrollers
PCB Design & Prototyping: Circuit design, perfboard layout, and production PCB routing in KiCad with automated toolchains
Interactive Installations & Biometrics: Real-time emotion detection and biometric feedback systems (EEG, GSR, facial tracking) translating physiological data into audio and visuals, featured at Ars Electronica 2025
Computer Vision: Gesture recognition, facial tracking, and motion analysis with MediaPipe and OpenCV in Max MSP and TouchDesigner

Technical Fundamentals

Languages: TypeScript, JavaScript, Python, C++, Go, Node.js
Backend & Cloud: NestJS, FastAPI, Node.js, AWS (Lambda, S3, API Gateway), Docker, Kubernetes, NATS, Argo
Databases & Data: PostgreSQL, InfluxDB, MongoDB, MariaDB, PySpark
Frontend: React, Redux, D3.js, Tailwind CSS, Flutter
Testing & Tooling: Playwright, Jest, pytest, KiCad

Software Developer, Thales

2025 — Present

Developing Processing Modules for EGNOS Test Bed. Implemented data integration with advanced field mapping, designed test PMs for ESA demonstrations, and led scenario manager updates for recursive workflows. Cloud-native environment with NATS, Argo, Kubernetes, PostgreSQL, and Grafana.

Full-Stack Developer, Verified

2024 — 2025

Implemented WCAG-compliant accessibility features including semantic markup and screen-reader support. Built serverless AWS Lambda microservice for accessible PDF generation. Migrated legacy Node.js packages and maintained AWS Slack bots for workflow automation.

Full-Stack Developer, Reevotech

2022 — 2024

Migrated legacy v8 web application to modern NestJS + React stack. Resolved bug fixes and performance issues. Developed comprehensive E2E tests with Playwright and unit tests with Jest for robust code quality.

Full-Stack Developer, CoreAI

2021 — 2022

Developed web application for large dataset analysis using React, D3, FastAPI, and MongoDB. Created interactive data visualizations with D3.js and optimized performance with React/Redux conditional rendering.