Mathematician Resume Sample

Location

Poland

Rate

$23 / per hour

Years of experience

10+

About

I have a robust background in Pure Mathematics, Applied Mathematics, and Computer Vision, with significant experience in both academic research and practical software development. Currently, at Ameant AI, I focus on mathematical and statistical learning for computer vision, including depth estimation and GAN-based image style transfer. My work involves developing innovative solutions using technologies like Julia, Python, PyTorch, and TensorFlow, and applying advanced techniques such as dynamic image stitching and camera calibration. I also engage in research on continual learning approaches and novel mathematical implementations, such as Lagrange inversion for bivariate series. Previously, I worked at QOMPLX and Rationem, where I developed large-scale, mathematics-heavy AI libraries and software engines, including libraries for information-theoretic concepts and unsupervised learning algorithms. My experience extends to software development roles at GFT Poland, Fujitsu Technology Solutions, and Inovatica, where I gained expertise in Scala, Java EE, and full-stack web development. With a PhD in Mathematical Sciences and a history of teaching and research, I bring a deep understanding of complex systems and a passion for applying mathematical concepts to real-world problems.

Tech Stack

Python, AI, Apache Spark, Java, Scala, Tensorflow

Experience

Implementing depth estimation and GAN-based image style transfer techniques using technologies like Julia, Python, PyTorch, and TensorFlow.
Conducting research and applying advanced mathematical concepts to problems in computer vision, such as dynamic image stitching and camera calibration.
Developing large-scale libraries for information-theoretic concepts, hierarchical clustering, and unsupervised learning algorithms using Scala and Apache Spark.
Designing and implementing Monte-Carlo Tree Search libraries, risk calculation libraries (VaR, TVaR), and automated planning engines.
Full-stack web development and algorithm design in Java and Scala, including bespoke trip planning engines and event-sourced city-games engines.
Conducting research on entropy, quantum statistics, and complex dynamics, and teaching various mathematics courses at the University of Łódź and other institutions.
Learning and applying modern technologies in software development environments, including Apache Spark, Hadoop ecosystems, and large software deployments.

Employment history

Mathematics / Statistical Learning in Computer Vision / Computer Programming, Ameant AI February 2020 - Present

Developing depth estimation and GAN-based image style transfer solutions using Julia and Python.
Implementing and applying object detection and tracking for sports-field related events.
Researching and applying Bandit Algorithms for ad trading platforms.
Working on dynamic image stitching and camera calibration projects.
Researching the applicability of SOINN-like approaches to continual learning.
Implementing novel Lagrange inversion for bivariate series and using concepts from Real and Complex Projective Geometry.

Mathematician / Software Developer, QOMPLX September 2016 - January 2020

Developed libraries for information-theoretic estimators and hierarchical clustering using Scala.
Implemented “information sieve” algorithms for unsupervised learning in Scala and Apache Spark.
Built a generic Automated Planning Engine and a Monte-Carlo Tree Search library.
Developed risk calculation libraries for VaR and TVaR for several models.
Engaged in additional Scala development using technologies such as Akka.

Mathematician / Software Developer, Rationem June 2015 - September 2016

Similar to QOMPLX responsibilities: developed AI libraries and software engines in Scala.
Implemented various unsupervised learning algorithms and information-theoretic libraries.
Developed risk calculation and automated planning engines.

Senior Scala Developer, GFT Poland Sp. z o. o. May 2015 - October 2015

Learned Apache Spark and Hadoop ecosystems.
Assisted in migrations of large software deployments.
Performed UNIX, Python, and SQL scripting tasks.

Development Engineer, Fujitsu Technology Solutions February 2015 - May 2015

Developed Java EE software for a large project.
Engaged in various aspects of software engineering and project development.

Software Engineer, Inovatica September 2012 - February 2015

Developed full-stack web applications in Java and Scala using Spring Framework.
Designed and implemented bespoke trip planning engines and waterway routing components.
Created event-sourced city-games engines with flexible DSL-based rules.
Utilized PostgreSQL for schema design, normalization, and maintenance.
Worked on modern web development with jQuery, AngularJS, and CSS3.

Senior Researcher, Centre for Industrial and Applied Mathematics and Systems Engineering, Polish Academy of Sciences June 2012 - September 2012

Conducted thermodynamic and statistical modeling research.
Supervised student projects in applied mathematics and systems engineering.

Assistant Professor, Faculty of Mathematics and Computer Science, University of Łódź October 2007 - September 2011

Researched entropy and quantum statistics.
Taught various mathematics courses.

Research Assistant, Institute of Mathematics of the Polish Academy of Sciences October 2006 - September 2007

Conducted research on entropy and complex dynamics.

Teaching Assistant, Faculty of Mathematics, University of Łódź October 2003 - September 2005

Researched complex algebraic geometry.
Taught various mathematics courses.

Education history

Faculty of Mathematics, University of Łódź 1998 - 2002 MsC

Faculty of Mathematics, University of Łódź 2007 Doctor of Mathematical Sciences (PhD)

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