C-01
AI / ML
Neural nets, deep learning, production ML
TensorFlow
095
PyTorch
085
Deep Learning
092
LLM Ops
088
Computer Vision
084
DT-01 / PROFILE
レトロフューチャーRetro Future
//REV.2026-04DANIEL
TREMER
CEO & Managing Partner @ control-f GmbH. Machine learning engineer with 10+ years of data science and AI shipped at Porsche, Daimler, and Mercedes-Benz.
- Role
- CEO & Managing Partner · control-f GmbH
- Base
- Berlin, Germany
- Coords
- 52.52°N · 13.40°E
- Focus
- Applied AI · Data · Product
- Years
- 10+ in production ML
10+
Years AI/ML
07
Active projects
500k+
Cars touched
700+
Network
//SEC_03 / PORTFOLIO
PROJECT_INDEX
08
Records in view
GRID8 / 8
StartupLIVE
control-f
Porsche Vehicle Data Pipeline
MBUX Next-Gen Infotainment
Daimler Procurement Savings MLAutomotive Maneuver DetectionPCNA Data Stream Anomaly Detection
control-f2024
Founded
Berlin
Base
CEO
Role
Applied AI
Focus
→
AI product studio for enterprise. CEO & Managing Partner · engineering, strategy, delivery.
StartupACTIVERoboWork
2023
Founded
Bespoke
Mode
Founder
Role
Berlin
Base
→
Custom AI software solutions. Tailor-made ML deployed into mid-market operations across DACH.
EnterpriseSHIPPEDPorsche Vehicle Data PipelinePySpark
Stack
Azure · AWS
Cloud
Dataiku
Tool
3
Years
→
PySpark pipeline for vehicle data on Porsche Data Platform (Cloudera/AWS) + Azure ML. R&D analytics and data views.
EnterpriseDEPLOYEDMBUX Next-Gen InfotainmentInfotainment
Scope
Linux · K8s
Stack
Agile
Method
1
Years
→
Senior Product Owner @ MBition (Mercedes-Benz Innovation Lab). Dynamic content platform + Linux kernel virtualization for containerized apps.
EnterpriseSHIPPEDDaimler Procurement Savings ML1TB+
Data
Py · K8s
Stack
Azure
Cloud
PO
Role
→
Project Owner on a 1TB+ procurement dataset. Classification, processing, and savings prediction. Docker/K8s microservices on Azure + Jenkins CI/CD.
ProductDELIVEREDFacial Room Guidance
FaceNet
Model
TF · Keras
Stack
Flask
API
2018
Year
→
Drees & Sommer: deep-learning room guidance using FaceNet over multiple camera streams. OAuth2 LinkedIn crawler + custom pathing algorithm.
ResearchPUBLISHEDAutomotive Maneuver DetectionCAN-Bus
Data
LSTM · CNN · VAE
Models
Keras
Stack
HdM · Porsche
Venue
→
Bachelor thesis @ Porsche AG: deep-learning maneuver classification on CAN-Bus data. LSTM, CNN, LSTM+CNN and a VAE for latent visualization.
EnterpriseSHIPPEDPCNA Data Stream Anomaly DetectionSVM · IF
Models
Py · Flask
Stack
Hadoop
Infra
2017
Year
→
Porsche Cars North America (Atlanta): monitoring tool for incoming data streams. SVM pre-classifier + Isolation Forest with Flask. Hadoop/Cloudera evaluation build.
//SEC_02 / CORE CAPABILITIES
COMPETENCIES
Four vectors. Numeric confidence from self-assessment against shipped production systems — not a LinkedIn endorsement list.
INDEX04 CATEGORIES
C-02
DATA / INFRA
Pipelines, warehouses, distributed compute
PySpark
085
Databricks
088
Azure ML
090
AWS
080
Kubernetes
078
C-03
ENGINEERING
Full-stack systems, APIs, TypeScript first
Python
095
TypeScript
088
Next.js / React
088
FastAPI
085
PostgreSQL
088
C-04
LEADERSHIP
Product, strategy, team building
Team Building
088
Product Strategy
086
Sales / BD
080
Technical Hiring
085
Roadmapping
084
//SEC_04 / TIMELINE
EXPERIENCE
LOG11 ENTRIES
012024 —
control-f GmbH
CEO & Managing Partner · Berlin
Building an AI product studio: cutting-edge AI, data science, and proprietary systems for enterprise clients worldwide.
AI StrategyTeam BuildingProductDelivery
→
022023 —
RoboWork
Founder · Berlin
Tailor-made AI solutions for organizations. Seamless integration of ML into existing systems to optimize productivity and decision-making.
Custom AIPythonMLIntegrations
→
032021 – 24
Porsche AG
Specialist · Data Science & AI Projects · Weissach
Vehicle data pipelines on the Porsche Data Platform (Cloudera/AWS + SAP DWC). Operationalized data views, quality-driven analytics, stakeholder alignment.
PySparkAzure MLClouderaDataikuTensorFlow
→
042020 – 21
MBition GmbH
Senior Product Owner · Mercedes-Benz Innovation Lab · Berlin
Led R&D on the next-generation Mercedes-Benz Infotainment System. Dynamic content platform integration and containerization for performance and scale.
MBUXLinux Kernel VirtualizationAgileJira
→
052019 – 20
Daimler AG
Technical Lead & Product Owner · AI & Digitalization · Stuttgart
Microservice + ML architectures across cloud and on-prem. Project Owner for a 1TB+ procurement savings prediction pipeline for Daimler's procurement org.
PythonDockerKubernetesJenkinsAzure
→
062019
Daimler AG
Project Coordinator · AI & Digitalization · Stuttgart
Coordinated AI-enabled software projects. NLP models for text analysis and classification; managed Azure infra for scalable hosting.
PythonKerasTensorFlowAzureDocker
→
072018 – 19
Tremer AI & Data Analytics
Founder · Stuttgart
Freelance ML software development. Preprocessing and cleansing of large datasets, stakeholder-facing visualizations.
ConsultingPythonMLData Viz
→
082018 – 19
Drees & Sommer
Freelance Software Engineer · Stuttgart
Facial-recognition room guidance system over multiple camera streams. Pathing algorithm and OAuth2-based LinkedIn crawler for embeddings.
TensorFlow (FaceNet)KerasPythonFlaskOAuth2
→
092017 – 18
Porsche AG
R&D · Bachelor Thesis · Weissach
Thesis: "A Deep-Learning Approach on Automotive Maneuver Detection." CAN-Bus preprocessing pipeline, classification across architectures, and VAE-based latent visualization. Earlier: live Jenkins analytics dashboard (d3.js + Flask).
LSTMsCNNsVAEKerasTensorFlow
→
102017
Porsche Cars NA
Information Technology · Atlanta
Anomaly detection monitoring tool (SVM pre-classifier + Isolation Forest). Python-based IT process automation. Cloudera Hadoop test-build on-prem.
PythonScikit-learnFlaskHadoopPySpark
→
112013 – 17
Porsche AG
Decentralized Server Infrastructure · Stuttgart
Dual-study program. Automated server installation, custom PostgreSQL databases, BI reporting, and change-management automation.
PostgreSQLPythonJavaSAP CrystalSQL
→
//SEC_06 / GITHUB TELEMETRY
BUILD_LOG
Live · @DanielTea
STATSGITHUB.COM/API/V3
—
Public Repos
—
Stars Earned
—
Followers
—
Following
// CONTRIBUTION MATRIX · 52W
52 weeksghchart.rshah.org@DanielTea
// LIVE COMMIT STREAM● REC
SOURCE · GITHUB EVENTS API · POLL ON LOAD
//SEC_07 / FIELD PRESENCE
GLOBAL_MAP
- Base
- Berlin · 52.52°N
- Projects
- EU · NA · APAC
- Travel
- DACH focused
TERRASPHERE · LIVE
//SEC_05 / PEER FEEDBACK
RECOMMENDATIONS
SAMPLE07 QUOTES
Daniel has a deep understanding of software architectures and knows how to build them from scratch. Great knowledge of cutting-edge technologies — and knows how and when to use them.
Can PinarFounder & CEO · Cytolytics
Constantly proves his great expertise in machine learning and cloud architecture. A proactive, solution-oriented colleague driven by creativity and curiosity for current trends.
Christoph MeierAI & Analytics Strategy · Automotive
A very good software developer with a broad knowledge of big data architectures. Always up to date — and great at finding creative solutions to the various obstacles along the way.
Andreas WaßmusAI Consultant · Data Science
A very broad technical background combined with remarkable passion for data science. He pushed the products forward with an eye for detail and great curiosity for the latest trends.
David Sebastian SchleppsHead of AI Academy · AI Leadership
A very inspiring personality, full of ideas and with a broad technical background. Daniel is able to deliver and prototype software products extremely quickly — he has internalized the agile mindset.
Tobias Grosse-PuppendahlData & AI Architect
A creative mindset and a very special passion for the future of artificial intelligence. He is not only talking — he is doing things.
Dr. Jan FeilingProduct · Helsing
Extremely reliable and open-minded. Deep technical skills and practical experience in managing complex projects. Would I work with Daniel again? Yes, of course.
Tobias OberrauchManaging Director