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Maciej Mucha

@maciejmucha

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Data scientist and software developer with expertise in machine learning.

United Kingdom

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What I'm looking for

I seek a role that fosters innovation and collaboration, with growth opportunities.

I am a dedicated data scientist and software developer with a strong algorithmic optimisation and machine learning background. Currently, I am pursuing a postgraduate research degree at UCL, where I have developed an open-source Python package for quantitative analysis and simulations of chemotaxing cells. My work involves modelling complex systems, analyzing neurological data, and teaching a comprehensive Computer Science curriculum.

Previously, I worked at Moody's as a software developer and consultant, where I led full-stack development projects and managed collaborative initiatives that significantly improved productivity among incoming graduates. My experience at Goldman Sachs as a summer quantitative analyst allowed me to enhance predictive models for credit markets, achieving notable improvements in accuracy and efficiency. I thrive in environments that challenge my analytical skills and allow me to contribute to innovative solutions.

Experience

Work history, roles, and key accomplishments

Current

Postgraduate Researcher

Current

UCL

Sep 2024 - Present (9 months)

Conducting research in Data Science and Algorithmic Optimisation, focusing on modelling molecular and neuronal systems. Developed an open-source Python package for quantitative analysis and simulations, and delivered lectures on computer science and machine learning for other postgraduate students as a UCL Tutor

Python Machine Learning Statistical Modelling Data Analysis Curriculum Development Pandas Matplotlib Deep Learning Linear Generative Models

Software Developer and Consultant

MOODY'S

Sep 2023 - Sep 2024 (1 year)

Engaged in full-stack development for CreditLens, focusing on REST APIs and model calibration. Managed projects with multinational clients and initiated a graduate upskilling initiative in software engineering.

C++.NET PostgreSQL React Python R REST APIs Project Management Business Analysis Machine Learning Predictive Analytics Financial Modelling

Quantitative Analyst

GOLDMAN SACHS

Jul 2022 - Sep 2022 (2 months)

Developed predictive models for credit spreads and automated data pipelines for capital and credit markets. Enhanced model accuracy and efficiency while ensuring compliance with regulatory standards.

Data Pipelines Time Series Analysis Credit Markets Python R

Education

Degrees, certifications, and relevant coursework

University College London

Masters Of Research, Computational Cell BioPhysics

2024 - 2025

Pursuing a Masters of Research in Computational Cell BioPhysics, focusing on advanced data science methodologies and their applications in cell biology and physics.

University of Birmingham

Bachelor Of Science (Honours), Computer Science

2020 - 2023

Completed a Bachelor of Science (Honours) in Computer Science, covering fundamental and advanced topics in computer science with a specialty in Machine Learning and Advanced Data Analysis