Casper Lindberg Email & Phone Number

Stockholm, Sverige

Stockholm, Sverige

Stockholm, Sverige

Stockholm, Sverige

Göteborg, Sverige

Currently changing how people buy wallpapers together with the major players in the wallpaper industry. Our software let's customers visualize wallpapers in AR.InnoTact Software AB is a team of highly motivated and dedicated developers developing innovative augmented reality mobile applications for both Android and iOS.Keywords: iOS, Android, Augmented Reality, ARKit, ARCore, Swift, Java, Agile

Stockholm, Sverige

Göteborg, Västra Götaland, Sverige

The Lane Detection team is responsible for developing and deploying a camera based lane detection solution. We transform camera images to a 3D lane representation by using Deep Neural Networks, and are building a state-of-the-art perception system for autonomous driving.Responsibilities and tasks:- Working with cutting-edge technology and with the latest Python and C++ best practices in a team that is driven by clean code and innovation.- Train and tune our multitask neural networks (Python).- Develop a deep learning framework for managing data and ground truth from multiple sources.- Development of algorithms to process network output in a real time system (C++).

Göteborg, Västra Götaland, Sverige

Video-Based Sleepiness Prediction in Naturalistic Driving Environments. Master's thesis in Data Science and AI by Casper Lindberg and Anton Claesson. Link to the report:https://odr.chalmers.se/bitstream/20.500.12380/303620/1/LindbergClaesson_2021.pdfShort summary:Driver sleepiness is the cause of many road accidents. This project explores two machine learning approaches for predicting a driver’s sleepiness level based on infrared video data collected in a naturalistic driving environment. The first approach fits a Random Forest sleepiness classifier on 36 handcrafted features based on eyelid movements, such as percentage of eyelid closure over time (PERCLOS). To obtain these features, a Random Forest eye state classifier was built to predict open, partially closed, or closed eyes. With this approach, the Observer Rated Sleepiness (ORS) level (0-4) of a driver could be classified with a Mean Squared Error (MSE) of 1.21 averaged over eight separate predictors fitted in a nested Leave-One-Out Cross Validation (LOOCV) study. Furthermore, we show that the number of training drivers significantly affects the ability to predict sleepiness. The second sleepiness prediction approach is based on intensities of facial movements and micro-expressions over time, fed into a Long Short-Term Memory (LSTM) neural network. This model was unable to learn to predict sleepiness on unseen drivers, although only a few hyperparameter configurations were investigated due to long training times.

Göteborg, Sverige

Liseberg is Scandinavia's largest amusement park with over 3 million visitors every year.Responsibilities:- Cashier- Host- Event HostResults:- Practical knowledge of sales and service.- A wide network of talented, wonderful colleagues.Keywords:cashier, host, sales, service, customer satisfaction, event

Göteborg, Sverige

Aptiv is a global technology company that develops safer, greener and more connected solutions enabling the future of mobility. Responsibilities:- Develop Android applications for Aptiv's vehicle infotainment system.- Try out the role of being a Scrum Master.Results:- Experience of working with agile software development in a Scrum Team- Experience with software engineering tools: ¤ Git - a version control system ¤ Gerrit - for code review and repository management ¤ Jira - agile project management tool ¤ Jenkins - continuous integration, CI, tool- Experience with the Spotify API and the latest Android software for automative from GoogleKeywords:android, java, HMI, UX, app development, scrum, agile, infotainment, automotive

Göteborg, Sverige

Responibilities:- Group leader and facilitator for the first year students at the Electrical Engineering program in the following courses: # Introductory course in mathematics # Linear Algebra- Promote the students' critical thinking, ability to comprehend and analyze.- Integrate effective learning and study strategies into the participants' studies.Results:- Attended the Supplemental Instruction Leadership course at Chalmers and applied the knowledge during the sessions.- Knowledge in collaborative learning strategies and effective learningThe aim of the Supplemental Instruction program at Chalmers University of Technology is to improve the students' learning abilities and problem solving capacity. Keywords:leadership, effective learning, problem solving strategies, study strategies

Mölnlycke, Västra Götalands Län, Sverige

Responsibilities:- Assembly, testing and packaging of the Rosemount 5400 Radar Level Transmitter used for level measurement.Results:- Experience of working with production in an agile manner.- Experience of Jeeves ERPDuring my summer internship, I worked for the subsidiary to Emerson called Rosemount Tank Radar AB. Rosemount Tank Radar AB manufactures and sells radar based tank level gauging products to marine, on-shore, and process markets worldwide. Keywords:assemble, test, radar, agile, production, Jeeves, ERP

Lizer Group improves commerce by linking consumer behavioral data with online stores' sales organisations.Responibilities:- Team Leader of a group of five people- Online Marketing via Social Media- Content- and copywriting- RecruitmentKeywords:e-commerce, online marketing, social media, copywriting, team leader

Master'S Degree, Data Science And Ai, 4.94/5.00

Courses covered the following: ✓ Data Science ✓ Machine Learning ✓ Design of AI Systems ✓ Computer Vision ✓ Natural Language Processing ✓.

Master'S Degree (Exchange Year), Data Science And Ai

With over 60 000 students, UNSW was ranked 37th in the world for academic reputation in the 2019 QS World University Rankings. Courses.

Bachelor'S Degree, Electrical And Electronics Engineering, 4.88 / 5.00

Courses covered the following: ✓ Mathematics, statistics and physics ✓ Electronics ✓ Software development ✓ Teamwork and communication

Civilingenjörsexamen, Electrical Engineering Technologies/Technicians

Upper Secondary School, Natural Sciences, 22.5 / 22.5