プロフィール詳細

プロジェクトを作成

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Dr. Marko T.に依頼

United Kingdom

Freelance Statistician and Data Scientists | Expert in R and Python

プロフィール概要

Expertise in LLM evaluation, data science and machine learning. Currently at the University of Cambridge working on the evaluation capabilities of LLMs, with a focus on Future of work and labour markets. Worked as a data science principal investigator at Alan Turning Institute London. Expertise in (Causal) Bayesian modelling, Bayesian networks. Worked on building Bayesian network models at BlackRock. Expertise in survey and experimental design and statistical analysis (PhD in psychology). AI researcher at University of Cambridge.

専門分野

• ☆ Data Analysis
• ☆ Computer Simulation/Computational Modeling
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Data Cleaning
• ☆ Neural Networks
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Bayesian Statistics
• ☆ Correlation Analysis
• ☆ Survey Design
• ☆ Study Design
• ☆ Taxonomy/Classification
• ☆ Logic
• ☆ Python
• ☆ R

サービス

• Research
• Consulting
• Data & AI

Research Scientific and Technical Research

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Postdoctoral Researcher

University of Cambridge

7月 2023 - 現在

Group Leader/ Principal Investigator

Alan Turing Institute

10月 2022 - 4月 2023

RAEng IC Postdoctoral research fellow

Birkbeck University of London

3月 2021 - 2月 2023

Visiting Lecturer

City University of London

10月 2020 - 12月 2020

Research Intern

Blackrock

10月 2019 - 3月 2020

Seminar leader

Birkbeck, University of London

2月 2020 - 2月 2020

Researcher

Ludwig-Maximilians-Universität München

10月 2016 - 9月 2017

Teaching assistant for Logic and Discrete Structures

Ludwig-Maximilians-Universität München

3月 2017 - 8月 2017

Teaching assistant for Logic 1

Ludwig-Maximilians-Universität München

10月 2016 - 3月 2017

Teaching assistant for M.A. course Central Topics in Philosophy of Science

Ludwig-Maximilians-Universität München

10月 2016 - 3月 2017

学歴

PhD

Birkbeck, University of London

10月 2017 - 12月 2020

Ph.D. (Psychology)

Birkbeck University of London

10月 2017 - 12月 2020

M.A. in logic and philosophy of science (Munich Center for Mathematical Philosphy)

Ludwig-Maximilians-Universität München

- 8月 2016

B.A. (Philosophy)

University of Belgrade

- 7月 2014

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Marko Tesic, Ulrike Hahn(2023). Argument and explanation . Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences. 381. (2251). The Royal Society

Marko Tesic, Ulrike Hahn(2022). Can counterfactual explanations of AI systems’ predictions skew lay users’ causal intuitions about the world? If so, can we correct for that? . Patterns. 3. (12). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 100635. Elsevier {BV}

(2020). The propensity interpretation of probability and diagnostic split in explaining away . Cognitive Psychology.

Cruz, N., Desai, S.C., Dewitt, S., Hahn, U., Lagnado, D., Liefgreen, A., Phillips, K., Pilditch, T., Tešić, M.(2020). Widening Access to Bayesian Problem Solving . Frontiers in Psychology. 11.

Tešić, M.(2019). Confirmation and the generalized Nagel–Schaffner model of reduction: a Bayesian analysis . Synthese. 196. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1097-1129.

BOOK CHAPTER

(2021). Explanation in AI systems . Human-Like Machine Intelligence.

CONFERENCE PAPER

Te{\v{s}}i\'c, Marko and Hahn, Ulrike(2019). Sequential diagnostic reasoning with independent causes . Proceedings of the 41th Annual Conference of the Cognitive Science Society. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2947--2953. Cognitive Science Society

Liefgreen, Alice and Te\v{s}i\'{c}, Marko and Lagnado, David(2018). Explaining away: Significance of priors, diagnostic reasoning, and structural complexity . Proceedings of the 40th Annual Conference of the Cognitive Science Society. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2047--2052. Cognitive Science Society