Professional Experience and Education of Dr. Florian Drechsler

06.2026 — Present

Senior Software Engineer & AI Lead at TreeTek

Florian Drechsler leads the use of AI in software development and in customer products at TreeTek. The role covers building and evolving the company's AI framework, concept work and architecture planning, defining standards and conventions for agentic tooling, and running workshops that help teams establish AI-assisted development practices. Work on predictive maintenance, sensor development and embedded systems continues alongside.

AIArchitecturePredictive MaintenanceEmbedded Systems
09.2024 — 05.2026

Software Developer at TreeTek

Florian Drechsler developed predictive maintenance systems and optimization algorithms for energy networks and central heating systems at TreeTek, using machine learning and sensor data analysis.

PythonMachine LearningIoTEnergy Optimization
06.2022 — 08.2024

Software Engineer at IT Sonix

Florian Drechsler developed audio-based predictive maintenance for conveyor belts at IT Sonix. This role included building microcontroller firmware in C for Azure IoT Hub integration, a Spring backend for data storage, and Python ML models for audio analysis. Florian Drechsler also automated billing systems for the renewable energy sector.

CPythonSpringAzure IoTMachine Learning
08.2019 — 05.2022

Software Engineer at Ipoque GmbH

Florian Drechsler designed and implemented DPI software PACE2 at Ipoque GmbH. The work included source code restructuring following Clean Code principles, performance optimizations, test-driven development in C and Python, and KPI definition for software quality metrics.

CPythonDPIClean CodeTDD
09.2017 — 01.2019

Logistics Intelligence Coordinator at NTA Mexico

Florian Drechsler served as Logistics Intelligence Coordinator at NTA Mexico, a pharmaceutical logistics company. Responsibilities included cost analysis, pricing strategies, business process automation, and Business Intelligence system implementation.

AnalyticsBIProcess AutomationERP
08.2015 — 08.2018

Managing Owner, Restaurant Currywust

Florian Drechsler founded and ran a restaurant in Mexico City as managing owner, responsible for operations, staffing, purchasing, and pricing.

EntrepreneurshipOperationsPricing
05.2013 — 08.2016

Professional Poker Player, Self-Employed

Florian Drechsler played poker professionally in Mexico City, working on game strategy, risk analysis under uncertainty, and bankroll management, and coaching other players.

Game TheoryRisk AnalysisDecision MakingCoaching
05.2011 — 09.2012

Postdoctoral Researcher at Max Planck Institute

Florian Drechsler worked as a Postdoctoral Researcher at the Max Planck Institute for Mathematics in the Sciences in Leipzig, advancing development of the H-LibPro software library for hierarchical matrices and numerical algorithms.

CNumerical MethodsHPCResearch
11.2006 — 04.2011

PhD in Mathematics (Dr. rer. nat.)

Florian Drechsler earned a PhD in Mathematics (Dr. rer. nat.) at the Max Planck Institute for Mathematics in the Sciences in Leipzig with the grade magna cum laude. The dissertation addressed solving elliptic boundary value problems using domain decomposition, hierarchical matrices, and finite element methods. Florian Drechsler also contributed to the DFG project FEMINVERS for brain activity localization.

ResearchCAlgorithmsPublications
10.2003 — 02.2009

BSc Computer Science, Universität Leipzig

Florian Drechsler completed a Bachelor of Science in Computer Science with a minor in Mathematics at Universität Leipzig. The thesis topic was parallel reduction of rank-k matrices, and the degree was awarded with grade 2.0.

Computer ScienceParallel Computing
10.2001 — 11.2006

Diploma in Mathematics, Universität Leipzig

Florian Drechsler completed a Diploma in Mathematics with a minor in Computer Science at Universität Leipzig. The thesis addressed optimization of cluster trees for H-matrix structures, and the degree was awarded with grade 1.0 (excellent).

Pure MathematicsComputational Methods

What Technologies and Skills Does Dr. Florian Drechsler Bring?

Dr. Florian Drechsler combines deep expertise in software engineering, machine learning, and applied mathematics. With a background spanning embedded systems, cloud-native web development, and scientific computing, Florian Drechsler offers a uniquely broad technical skill set rooted in both academic research and hands-on industry experience.

Programming Languages Used by Florian Drechsler

CPythonJavaC++TypeScriptBashSQLVBA

Frameworks and Technologies in Florian Drechsler's Stack

SpringNext.jsReactTensorFlowKerasDockerAzure IoT HubGit

Machine Learning and AI Expertise

Predictive MaintenanceAudio AnalysisSensor Data AnalysisModel TrainingML Pipeline Design

Mathematics and Algorithm Design Background

Numerical MethodsOptimizationAlgorithm DesignHierarchical MatricesFinite ElementsParallel Computing

Software Engineering Practices and Methods

Clean CodeTest-Driven DevelopmentAgile DevelopmentCI/CDCode ReviewPerformance Optimization

Embedded Systems and High-Performance Computing

Microcontroller DevelopmentIoTLow-Level ProgrammingLinuxParallelizationHPC