Martin T.

Data Scientist Aws Data Engineer @10alytics

GB

At 10Alytics, I work at the intersection of data science and engineering, building intelligent systems and scalable pipelines that help organisations move faster and make smarter, data-informed decisions.I design and manage large-scale data pipelines using Python, SQL, and PySpark, processing over transactions daily from diverse sources. I have led key data migrations from on-premise systems to cloud-based data lakes across AWS and GCP, improving processing speeds by 25% and enabling better scalability and performance monitoring.I develop and optimise Spark jobs in Databricks with a focus on reliability and observability, reducing processing times by 40%. I modernise ETL workflows using Apache Airflow and custom Python and SQL solutions, delivering automated, auditable pipelines tailored to real-time business needs.On the data science side, I lead the development of time-series forecasting models including LSTM and TabNet using Azure ML and HyperDrive. These models help reduce grid dispatch variability by 12%. I have built PyTorch-based anomaly detection models that identify faults earlier, reducing operational risk and downtime.In addition to deep learning, I design and deploy classical machine learning and statistical models including Random Forest, regression analysis, A/B testing, and clustering. These support customer segmentation, asset maintenance planning, and experimental analysis, with insights delivered via dashboards used by traders and operations teams.I have also engineered MongoDB pipelines to process semi-structured logs, enabling real-time vendor risk scoring. More recently, I have begun integrating large language models into internal tools to support decision-making and generate contextual summaries.Working in agile squads with engineers, analysts, traders, and product teams, I ensure all models and pipelines are fully integrated into operational and financial platforms across Azure, AWS, and GCP.

Kuban State Technological University

Specialist Degree, Computer Engineering

Zero To Mastery Academy

Python Developer Bootcamp, Python Programming

Coventry University

Master's degree