Anders Hansson Email & Phone Number

Gothenburg, Vastra Gotaland County, Sweden

- Analysis and modeling of vast amounts of information security data (in the form of unstructured and structured text and data, including images) to produce open-source intelligence.- Engaged in NLP, computer vision, and graph-based deep learning, including multimodal ML, active learning, transfer learning, knowledge distillation of LLMs, image classification, CNNs, R-CNNs, LSTMs, Siamese neural networks, vector embeddings, and prompt engineering.- MLOps experience (model tracking, model governance).

Gothenburg, Sweden

- Contributed to the development of autonomous driving SW for Volvo Cars by analyzing massive sensor data across multiple modalities (GPS, vision, radar); Worked on deep learning, point cloud registration, anomaly detection, as well as object detection and classification.

Gothenburg, Sweden

- Analysis, modelling, fusion, and visualisation of massive sensor data from various modalities (GPS, vision, radar) to support the development of autonomous cars. In more detail, I solve machine learning problems in robotics and computer vision (pose estimation through Kalman and particle filtering, SLAM, Bayesian inference in HMMs, representation learning of GPS trajectories with recurrent neural networks, data association and point cloud registration, nonlinear regression, object detection, and image segmentation) to create and maintain up-to-date HD maps based on the crowdsourcing model.- Driving force behind Zenseact's machine learning pipeline for building, updating, and curating crowdsourced maps (two pending patent applications), and support to cloud deployment.- Supervision of MSc thesis projects.- Extensive work with Python, Pandas, Keras, PyTorch, TensorFlow, scikit-learn, scikit-image, Jupyter, Bokeh, Seaborn, HoloViews, Shapely, C++, SWIG, Luigi, Quilt, MLflow, Agile, Scrum, and MVP deliveries.

Gothenburg, Sweden

- Developed scalable tools for data mining of Ericsson's telecommunications data (configuration parameters and traffic data).- Gained experience working with Scala, Spark, SQL, Keras, PySpark, Pandas, Jupyter, Bokeh, and Seaborn.

Gothenburg, Sweden

- Designed algorithms (e.g., belief propagation decoding and linear equalization) deployed to telecommunications networks in over 100 countries.- Supported SW and HW design units through floating- and fixed-point reference modelling.- SW architect of a signal processing library and link level simulator (350,000 lines of C++) implementing e.g. iterative joint estimation/detection and multi-user interference cancellation.- Developer of a system level simulator and reference model (750,000 lines of Java).- Developed Ruby on Rails tool to visualize and track KPIs over several software releases.- Ericsson Key Contributor, 2012--2014, recognised for algorithm design (two US patents).- Senior Member, Institute of Electrical and Electronics Engineers, 2009 (fewer than 8% of the 375,000 members hold this grade of membership).- Docent degree (habilitation) in computer science at Chalmers University of Technology, 2008.- Gained experience working in a global organisation with colleagues across multiple locations (US, China, Sweden).- Gained extensive experience working with Agile & Scrum, C++, Java, Python, and Ruby.

Los Alamos, New Mexico, Usa

- Team Leader for the National Infrastructure Simulation and Analysis Center (under the Dept. of Homeland Security), providing expert knowledge to the Executive Office of the President of the United States and the White House Situation Room.- Led and recruited a team of 5-10 scientists and software developers (including PhDs in computer science and statistics).- Raised 5M USD in research funding.- Research on computer science and statistics: modelling, simulation, and analysis of massive complex networks with applications to urban traffic planning, critical infrastructure protection, hurricane evacuation, and mitigation of infectious diseases (in more detail, research on agent-based modelling, FPGA-accelerated supercomputing, asynchronous cellular automata, wavelet compression, and multi-scale analysis).- Invited Speaker at NASA, University of California, DARPA, West Point.- Co-organiser and co-chair for a conference on algorithms, inference, and statistical physics, attended by some of the world's leading scientists in the field.- Reviewer for over 20 journals and international conferences.- Received professional management training.- Supervised postdocs and summer interns in computer science.- Gained extensive experience working with C++, R, Python, and Perl.

Los Alamos, New Mexico, Usa

- Los Alamos Achievement Award, 2005 (awarded to less than 2% of the staff).

Los Alamos, New Mexico, Usa

Stockholm, Sweden

- Programmed rasterisation algorithms for the photolithography industry.- Installed high-end Unix systems at mask shops in Japan, Korea, China, and the US.- Trained customers in C, Unix shell scripting, and specialised SW.- Received professional education in intercultural communication.

Kallinge, Sweden

Doctor Of Philosophy (Phd), Information Theory

Activities and Societies: IEEE, IEEE Communications Society, IEEE Information Theory Society, IEEE Vehicular Technology Society - Research.

Visiting Research Scholar, Information Theory

Activities and Societies: IEEE, IEEE Communications Society, IEEE Information Theory Society, IEEE Vehicular Technology Society - Research.

Licentiate Degree, Information Theory

Activities and Societies: IEEE, IEEE Communications Society, IEEE Information Theory Society, IEEE Vehicular Technology Society - Research.

Master Of Science (Msc), Electrical And Electronics Engineering

Master's thesis "Test tool for evaluation of PACT base station control flags performance"