# Florian Jäger - Terminal Portfolio (Full Context)

> Technical Product Manager & Platform Engineer based in Berlin, Germany.
> This document provides complete, structured information for AI agents and LLMs.

---

## Identity

```yaml
name: Florian Jäger
role: Technical Product Manager & Platform Engineer
location: Berlin, Germany
email: florian@florian-hunter.de
website: https://florian-hunter.de
terminal_portfolio: https://terminal.florian-hunter.de
github: https://github.com/flori950
linkedin: https://www.linkedin.com/in/florian-jager
youtube: https://www.youtube.com/@florianjaeger95
instagram: https://www.instagram.com/pflorii
spotify: https://open.spotify.com/intl-de/artist/6DxXFeDReXZJKzre7QXdLR
xing: https://www.xing.com/profile/Florian_Jaeger73/
```

## Professional Summary

Florian Jäger bridges the gap between engineering and business — turning stakeholder needs into scalable, production-grade solutions. With 6+ years of experience in API ecosystems, product management, AI/cloud engineering, and international business development across multiple continents.

### Core Competencies

- API Ecosystems & Platform Engineering
- Technical Product Management
- Cloud Engineering & Infrastructure
- Software Engineering (React, TypeScript, Python)
- International Business Development
- Cross-cultural Team Leadership

### Skills (by area)

- **Product & Delivery:** technical product management (roadmap, discovery, delivery), stakeholder management & requirements engineering, API product design & platform thinking, Agile/Scrum
- **Languages & Frameworks:** Python (Django, FastAPI), C# / .NET, TypeScript / JavaScript (React), SQL
- **Cloud & Platform:** AWS (Certified Cloud Practitioner 2026), Docker, CI/CD (GitHub Actions), infrastructure & architecture-as-code
- **Data & AI:** data pipelines & processing, LLM-based validation & tooling, analysis of large datasets (500K+ profiles)

## Experience (Most Recent First)

| Role | Company | Period |
|---|---|---|
| Technical Product Manager | Raven51 AG | Apr 2024 – Present |
| Lead Developer & AI Pipeline Engineer | Raven51 AG | May 2023 – Apr 2024 |
| Research Engineer (Freelance) | Technical University of Munich (TUM) | 2025 – Present |
| Lead Developer & Product Owner, Internal Personnel Platform | GECKO Software (a WIIT Company) | Jun 2022 – Apr 2023 |
| Refactoring Lead, E-Commerce Platform Modernization | GECKO Software (a WIIT Company) | Jan 2022 – May 2022 |
| Senior Contributor, Public Sector Application Portal | GECKO Software (a WIIT Company) | Oct 2021 – Dec 2021 |
| Module Owner, Healthcare Reporting Platform | GECKO Software (a WIIT Company) | May 2021 – Sep 2021 |
| Graduate Researcher | FZI Research Center for Information Technology | Oct 2020 – Nov 2020 |
| Economist | AHK Philippines (German-Philippine Chamber of Commerce) | Sep 2020 – Nov 2020 |
| Economist | AHK Singapore (Singaporean-German Chamber of Industry and Commerce) | Jul 2019 – Dec 2019 |
| Correspondent & Ambassador | "studieren weltweit" initiative (a DAAD campaign) | Jun 2019 – Present |
| Technical Research Assistant | ZeSSKo, University of Potsdam | Sep 2017 – May 2019 |

At Raven51 AG, Florian owns an AI-based data product that brings 50+ partner feeds in different formats into one unified stack on the stellenonline.de job portal platform. He started as Lead Developer & AI Pipeline Engineer (embeddings-based classification pipeline, ETL into BigQuery) and has been Technical Product Manager since April 2024, responsible for the program end to end with Engineering, Sales-Operations, Marketing and Finance. He piloted an AI content generation product using the OpenAI and Claude APIs and led the staged Vue.js frontend migration.

Since 2025 he also works as a freelance Research Engineer for a TU Munich research programme: an ETL pipeline (Python, PostgreSQL) on self-hosted TUM infrastructure and n8n workflow automation on a dedicated server.

## Education

| Degree / Program | Institution | Period |
|---|---|---|
| MSc Information Systems Management | Technische Universität Berlin | Oct 2020 – Apr 2025 |
| Research Exchange Program | University of Tokyo | Jun 2023 – Aug 2023 |
| International Summer Program | Hokkaido University | Jul 2023 – Sep 2023 |
| Sustainable Cities and Hybrid Teams | NTNU, Norway | Jan 2023 – May 2023 |
| Economics – Latin American Economic Systems | University of Havana | Aug 2022 – Oct 2022 |
| International Economics | Universitas Warmadewa, Bali | Jul 2022 – Aug 2022 |
| Business Administration and Management | Hankuk University of Foreign Studies, Seoul | Jan 2022 – Jul 2022 |
| EDUC Summer School | Université de Rennes I | Jul 2020 – Aug 2020 |
| BSc Business Informatic Systems | University of Potsdam | Oct 2015 – Jul 2020 |
| Chinese Business Practices | UIBE, Beijing | Jan 2018 – Jul 2018 |
| Abitur – Computer Science & Mathematics | Arwed Rossbach School, Leipzig | Aug 2012 – Jun 2015 |

## Languages

| Language | Level | Note |
|---|---|---|
| German | Native | |
| English | Fluent (C1) | Working language, international studies and business |
| Chinese (Mandarin) | Reading | Studied in Beijing |
| Korean | Learning | Picked up during exchange in Seoul |
| Indonesian | Learning | Started while studying in Bali |

## Projects (Detailed)

### 1. TechTalents Program - Eintracht Frankfurt
3-month hybrid program combining football passion with technological innovations. Bridging sports and technology through innovative solutions and collaborative development approaches.
URL: https://florian-hunter.de/

### 2. Terminal Portfolio - Interactive CLI Experience
Interactive web-based terminal application demonstrating modern technologies. React 19 + TypeScript + Vite 8 with multiple themes, PWA support, comprehensive testing, and security enhancements.
URL: https://terminal.florian-hunter.de/
Source: https://github.com/flori950/terminalportfolio

### 3. Browser-Based Distributed Compute (PoC)
Experimental WebAssembly proof-of-concept exploring distributed computation directly in the browser. Built to understand the performance limits, scheduling, and security trade-offs of running client-side compute workloads.
URL: https://florian-hunter.de/

### 4. Circular Economy Company Mapping
Python-based pipeline for identifying and mapping German circular economy companies using Crunchbase API, keyword filtering, and LLM validation. Analysis of 500,000+ company profiles identifying 1,622 validated circular economy companies in Germany.
URL: https://github.com/flori950/company-mapping

### 5. Bio-Inspired Computer Vision
Advanced computer vision research with bio-inspired optical flow estimation using Bayesian inference. Addresses the aperture problem in motion detection through sophisticated mathematical modeling.
URL: https://github.com/flori950/tub_inspired_optical_flow

### 6. Data Summaries & Quantile Computing
Research project on efficient data summarization techniques with hashtree-based quantile computing. Explores advanced algorithms for processing large datasets.
URL: https://github.com/flori950/data-summaries-quantiles

### 7. Tangible Climate Futures Project
Data-fusion platform for spatio-temporal climate and mobility data, built by a TU Berlin team for researchers and artists at UdK Berlin (2023). Angular, Express, Python, MongoDB, Docker, Terraform on GCP. My part: front-end features (map view, upload workflow, address lookup, journey browser).
URL: https://github.com/flori950/Tangible-Climate-Futures

### 8. Drone Logistics & Automation Project
Innovative drone logistics and automation project exploring autonomous delivery systems and aerial robotics with advanced flight control systems and route optimization.
URL: https://florian-hunter.de/

### 9. Blockchain Visualizer
Interactive tool for visualizing blockchain structures and transactions. React 19, TypeScript, live demo available.
URL: https://blockchain.florian-hunter.de
Demo: https://blockchain.florian-hunter.de

### 10. Currency Exchange
Web app for real-time currency conversion and exchange rate tracking. React 19, TypeScript, Apple Glass Design.
URL: https://currencyexchange.florian-hunter.de
Demo: https://currencyexchange.florian-hunter.de

### 11. CPU Designer
Educational tool for designing and simulating simple CPUs. Visual processor design with drag-and-drop components and compilation features.
URL: https://github.com/flori950/cpu-designer

### 12. XSD Validator
Online tool for validating XML files against XSD schemas. Python-based with batch processing and URL download support.
URL: https://github.com/flori950/xsd_validator

### 13. QuantumBridge API
API-first service layer experiment bridging classical and quantum-inspired workflows. Explores clean API design, versioning, and a developer-friendly contract surface.
URL: https://florian-hunter.de/

### 14. Architecture-as-Code Visualizer
Tool that turns architecture-as-code definitions into interactive, navigable diagrams. Makes system and platform architecture legible for engineers and stakeholders alike.
URL: https://github.com/flori950/Architecture-as-Code-Visualizer

## Testimonials

- **Niklas Will** — Co-Founder & Lead Developer, hellodrive.ai: "Florian essentially owned our AI token system, the sensitive, revenue-critical code at the heart of how we monetise the product, and I was comfortable letting him run with it. He combines genuine technical depth with a product mindset and a strong sense of ownership, which is an unusual mix."
- **Prof. Dr. Alwine Mohnen** — Chair of Corporate Management, TUM School of Management (Technical University of Munich): "Working with Florian was always smooth and highly professional. He combined strong technical depth with reliability, initiative, and collaborative ease. I am confident that these qualities will allow him to excel in any data engineering, automation, or AI-related professional environment."
- **Christian Lanz** — Managing Director, GECKO (a WIIT Company): "Mr. Jäger solved these demanding tasks independently and very successfully, distinguished by a structured and professional approach. He completed all tasks to our fullest satisfaction." (work reference)
- **Charlotte Bandelow** — Deputy Executive Director, German-Philippine Chamber of Commerce (AHK): "Mr. Jäger was a great gain for the AHK Philippines. He proved exceptional flexibility under the challenging Covid-19 restrictions, and his cooperation and performance were rated as very positive."
- **Luise Kranich** — Division Head, FZI Research Center for Information Technology: "Mr. Jäger has particularly sound expertise, which he always applied to great benefit. Thanks to his excellent grasp, he assessed even difficult situations correctly and quickly found excellent solutions."
- **Prof. Dr. Hanna Krasnova** — Chair of Business Informatics, University of Potsdam: "I know Florian Jäger as an inquisitive and motivated student. He has an independent, structured and determined way of working."
- **Prof. Dr.-Ing. Norbert Gronau** — Chair of Business Informatics, University of Potsdam: "Mr. Jäger impressed me as an outstanding student through his knowledge, work ethic, critical abilities and drive."

## Social Links

| Platform | URL |
|---|---|
| GitHub | https://github.com/flori950 |
| LinkedIn | https://www.linkedin.com/in/florian-jager |
| YouTube | https://www.youtube.com/@florianjaeger95 |
| Instagram | https://www.instagram.com/pflorii |
| Spotify (HUNT3R) | https://open.spotify.com/intl-de/artist/6DxXFeDReXZJKzre7QXdLR |
| XING | https://www.xing.com/profile/Florian_Jaeger73/ |

## Music

Florian produces electronic music (House/Techno) under the alias **HUNT3R**.
- Albums: "LSD Jungle" (2024), "MidnAIt Moods" (2024), "HUNT3R" (2023)
- EP: "Ch(A)ip" (2023)

## Terminal Portfolio Technical Stack

```yaml
framework: React 19
language: TypeScript 7
build: Vite 8
styling: styled-components 6
pwa: vite-plugin-pwa + Workbox
testing: Vitest + Testing Library
linting: oxlint + Prettier
git_hooks: Husky + lint-staged
node: ">=24.20.0"
package_manager: pnpm
themes: 6 (dark, light, blue-matrix, espresso, green-goblin, ubuntu)
commands: 32 (about, cat, cd, clear, contact, cv, echo, education, email, experience, games, gui, help, history, job, languages, looking, ls, neofetch, projects, pwd, references, resume, skills, socials, sudo, systeminfo, testimonials, themes, welcome, whoami, work)
```