Jan Teichmann
England, United Kingdom
Summary
👤
Senior🎓
Top SchoolJan Teichmann is a Senior Staff Engineer with 12 years of experience turning data science research into high-impact, production-grade products for consumer platforms and real-time systems. He co-founded Cambridge Energy Data Lab and led its successful exit, then built and scaled Zoopla’s data science function with projects spanning computer vision, NLP, graph models and recommendation systems. At Trainline he architected real-time data platforms and personalization engines handling hundreds of millions of events daily and 120k requests per minute, shipping dozens of production products and zero attrition in his team. Jan combines deep academic rigour (a PhD in Mathematics) with hands-on engineering across Kafka, Spark, Scala and Python, focusing on DataOps and low-latency ML infrastructures. He publishes technical articles on the practical challenges of production ML and has a track record of mentoring and promoting talent while aligning data science to clear commercial outcomes. An operator who moves fast from prototypes to resilient, observable systems, he thrives where algorithmic innovation meets product-scale reliability.
12 years of coding experience
City University London
Stackoverflow
11reputation
1kreached
0answers
1question
Github Skills (66)
prediction-model10
energy10
mleap10
spark-ml9
batch8
stream8
ksqldb8
modelica8
python8
svg8
graph8
java8
kafka-connect8
apache-spark7
dependency-resolution7
Programming languages (7)
Github contributions (5)
nickponvert/ml-flow-ds-project
Oct 2019 - Dec 2019
PySpark / MlFlow project template
Contributions:4 commits in 2 months
pythonmlflowpysparkspark
teichmaj/PredatorReinforcementLearningSimulator
Jun 2014 - Jul 2014
Contributions:7 commits in 5 days
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